Pandas Profiling Report

Dataset info

Number of variables	69
Number of observations	4745
Missing cells	0 (0.0%)
Duplicate rows	0 (0.0%)
Total size in memory	2.5 MiB
Average record size in memory	552.0 B

Variables types

Numeric	46
Categorical	0
Boolean	0
Date	0
URL	0
Text (Unique)	1
Rejected	22
Unsupported	0

Warnings

`date` only contains datetime values, but is categorical. Consider applying `pd.to_datetime()`	Type
`diffprcp_avon` has 64 (1.3%) zeros	Zeros
`diffprcp_lake` has 103 (2.2%) zeros	Zeros
`diffprcp_moore` has 958 (20.2%) zeros	Zeros
`diffprcp_orlan` has 623 (13.1%) zeros	Zeros
`diffprcp_pierce` has 199 (4.2%) zeros	Zeros
`diffprcp_tor` has 226 (4.8%) zeros	Zeros
`diffprcp_van` has 96 (2.0%) zeros	Zeros
`normprcp_avon` has 390 (8.2%) zeros	Zeros
`normprcp_den` has 312 (6.6%) zeros	Zeros
`normprcp_lake` has 91 (1.9%) zeros	Zeros
`normprcp_moore` has 247 (5.2%) zeros	Zeros
`normprcp_nyc` has 52 (1.1%) zeros	Zeros
`normprcp_orlan` has 117 (2.5%) zeros	Zeros
`normprcp_pierce` has 52 (1.1%) zeros	Zeros
`normprcp_sdo` has 1651 (34.8%) zeros	Zeros
`normprcp_sfo` has 1261 (26.6%) zeros	Zeros
`normprcp_van` has 91 (1.9%) zeros	Zeros
`normtavg_den` is highly correlated with `normtavg_avon` (ρ = 0.9319330002)	Rejected
`normtavg_lake` is highly correlated with `normtavg_den` (ρ = 0.9356172955)	Rejected
`normtavg_moore` is highly correlated with `normtavg_lake` (ρ = 0.9914630429)	Rejected
`normtavg_nyc` is highly correlated with `normtavg_moore` (ρ = 0.9704028947)	Rejected
`normtavg_orlan` is highly correlated with `normtavg_nyc` (ρ = 0.9776974097)	Rejected
`normtavg_pierce` is highly correlated with `normtavg_orlan` (ρ = 0.9796130713)	Rejected
`normtavg_sdo` is highly correlated with `normtavg_pierce` (ρ = 0.9052693125)	Rejected
`normtavg_sfo` is highly correlated with `normtavg_sdo` (ρ = 0.9255367383)	Rejected
`normtavg_tor` is highly correlated with `normtavg_pierce` (ρ = 0.9669891879)	Rejected
`normtavg_van` is highly correlated with `normtavg_tor` (ρ = 0.9700002109)	Rejected
`prcp_avon` is highly correlated with `diffprcp_avon` (ρ = 0.9141603714)	Rejected
`prcp_den` has 3736 (78.7%) zeros	Zeros
`prcp_lake` is highly correlated with `diffprcp_lake` (ρ = 0.9468968615)	Rejected
`prcp_moore` is highly correlated with `diffprcp_moore` (ρ = 0.9935923076)	Rejected
`prcp_nyc` has 3081 (64.9%) zeros	Zeros
`prcp_orlan` is highly correlated with `diffprcp_orlan` (ρ = 0.9846840662)	Rejected
`prcp_pierce` is highly correlated with `diffprcp_pierce` (ρ = 0.9621128918)	Rejected
`prcp_sdo` has 4251 (89.6%) zeros	Zeros
`prcp_sfo` has 3897 (82.1%) zeros	Zeros
`prcp_tor` has 2847 (60.0%) zeros	Zeros
`prcp_van` is highly correlated with `diffprcp_van` (ρ = 0.9527048076)	Rejected
`tavg_den` is highly correlated with `difftavg_den` (ρ = 0.9520993161)	Rejected
`tavg_moore` is highly correlated with `tavg_lake` (ρ = 0.9198118243)	Rejected
`tavg_nyc` is highly correlated with `normtavg_tor` (ρ = 0.9067255935)	Rejected
`tavg_orlan` is highly correlated with `tavg_lake` (ρ = 0.9645440616)	Rejected
`tavg_pierce` is highly correlated with `tavg_moore` (ρ = 0.922657592)	Rejected
`tavg_tor` is highly correlated with `tavg_nyc` (ρ = 0.9404726443)	Rejected

date
Categorical, Unique

First 5 values
2007-01-01
2007-01-02
2007-01-03
2007-01-04
2007-01-05

Last 5 values
2019-12-27
2019-12-28
2019-12-29
2019-12-30
2019-12-31

Toggle details

First 5 values

Value	Count	Frequency (%)
2007-01-01	1	< 0.1%
2007-01-02	1	< 0.1%
2007-01-03	1	< 0.1%
2007-01-04	1	< 0.1%
2007-01-05	1	< 0.1%

Last 5 values

Value	Count	Frequency (%)
2019-12-31	1	< 0.1%
2019-12-30	1	< 0.1%
2019-12-29	1	< 0.1%
2019-12-28	1	< 0.1%
2019-12-27	1	< 0.1%

diffnormprcp_tor
Numeric

Distinct count	1374
Unique (%)	29.0%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	2.803690913
Minimum	-147.1461538
Maximum	30.48782051
Zeros (%)	0.0%

Toggle details

Quantile statistics

Minimum	-147.1461538
5-th percentile	-10.2425641
Q1	2.637762238
Median	2.803690913
Q3	5.5
95-th percentile	12.42307692
Maximum	30.48782051
Range	177.6339744
Interquartile range	2.862237762

Descriptive statistics

Standard deviation	8.778657578
Coef of variation	3.131107476
Kurtosis	44.37679061
Mean	2.803690913
MAD	3.997281024
Skewness	-4.795634285
Sum	13303.51338
Variance	77.06482887
Memory size	37.2 KiB

Histogram with fixed size bins (bins=50)

Histogram with variable size bins (bins=[-147.14615385 -52.46410256 -32.68525641 -15.45352564 -4.13878205 -0.19230769 -0.19230769 30.48782051], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
2.803690913	1228	25.9%
2.66025641	12	0.3%
2.466666667	11	0.2%
5.5	11	0.2%
2.807692308	11	0.2%
4.469230769	11	0.2%
3.007692308	11	0.2%
3.251748252	11	0.2%
2.076282051	11	0.2%
0.9641025641	10	0.2%
Other values (1364)	3418	72.0%

Minimum 5 values

Value	Count	Frequency (%)
-147.1461538	1	< 0.1%
-112.1384615	1	< 0.1%
-96.08461538	1	< 0.1%
-89.33846154	1	< 0.1%
-85.75594406	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
30.48782051	5	0.1%
28.48782051	1	< 0.1%
20.63846154	2	< 0.1%
19.42307692	5	0.1%
19.33846154	1	< 0.1%

diffnormprcp_van
Numeric

Distinct count	1317
Unique (%)	27.8%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	5.420179437
Minimum	-58.90769231
Maximum	30.01118881
Zeros (%)	0.0%

Toggle details

Quantile statistics

Minimum	-58.90769231
5-th percentile	-1.210589411
Q1	3.218589744
Median	5.420179437
Q3	8.065384615
95-th percentile	12.91111111
Maximum	30.01118881
Range	88.91888112
Interquartile range	4.846794872

Descriptive statistics

Standard deviation	5.667174403
Coef of variation	1.045569518
Kurtosis	16.36698993
Mean	5.420179437
MAD	3.438388896
Skewness	-1.512681208
Sum	25718.75143
Variance	32.11686571
Memory size	37.2 KiB

Histogram with fixed size bins (bins=50)

Histogram with variable size bins (bins=[-58.90769231 -21.93508547 -12.50683761 -6.57334402 -0.78982129 ... 15.12303419 18.60972028 20.08394522 27.27020979 30.01118881], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
5.420179437	251	5.3%
8.630769231	19	0.4%
4.592307692	18	0.4%
4.553333333	13	0.3%
7.380128205	13	0.3%
8.054166667	13	0.3%
8.723931624	13	0.3%
9.855384615	13	0.3%
8.031818182	13	0.3%
4.758653846	13	0.3%
Other values (1307)	4366	92.0%

Minimum 5 values

Value	Count	Frequency (%)
-58.90769231	1	< 0.1%
-49.03538462	1	< 0.1%
-48.06363636	1	< 0.1%
-42.75	1	< 0.1%
-36.83818182	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
30.01118881	9	0.2%
29.51118881	1	< 0.1%
28.82923077	11	0.2%
28.52923077	1	< 0.1%
27.33566434	9	0.2%

diffprcp_avon
Numeric

Distinct count	1270
Unique (%)	26.8%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	-0.5202245437
Minimum	-23.64615385
Maximum	150.1076923
Zeros (%)	1.3%

Toggle details

Quantile statistics

Minimum	-23.64615385
5-th percentile	-9.883333333
Q1	-3.2
Median	-0.5846153846
Q3	-0.5202245437
95-th percentile	11.99538462
Maximum	150.1076923
Range	173.7538462
Interquartile range	2.679775456

Descriptive statistics

Standard deviation	8.6243455
Coef of variation	-16.57812113
Kurtosis	48.13310913
Mean	-0.5202245437
MAD	3.73277596
Skewness	5.133044228
Sum	-2468.46546
Variance	74.37933531
Memory size	37.2 KiB

Histogram with fixed size bins (bins=50)

Histogram with variable size bins (bins=[-23.64615385 -14.91666667 -11.42307692 -10.26538462 -10.23173077 ... -5.81153846 -5.75 -5.50769231 -5.50769231 150.10769231], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
-0.5202245437	1228	25.9%
0	64	1.3%
-0.06153846154	45	0.9%
-0.1	42	0.9%
-2.5	33	0.7%
-0.4692307692	29	0.6%
-0.1153846154	27	0.6%
-0.6461538462	26	0.5%
-0.1769230769	26	0.5%
-0.2538461538	25	0.5%
Other values (1260)	3200	67.4%

Minimum 5 values

Value	Count	Frequency (%)
-23.64615385	5	0.1%
-21.64615385	1	< 0.1%
-15.1	4	0.1%
-14.73333333	4	0.1%
-14.62307692	2	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
150.1076923	1	< 0.1%
114.7	1	< 0.1%
96.13076923	1	< 0.1%
93.53846154	1	< 0.1%
88.19230769	1	< 0.1%

diffprcp_den
Numeric

Distinct count	1208
Unique (%)	25.5%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	-2.495652548
Minimum	-29.33846154
Maximum	60.30769231
Zeros (%)	0.8%

Toggle details

Quantile statistics

Minimum	-29.33846154
5-th percentile	-8.954545455
Q1	-4.325
Median	-2.392307692
Q3	-0.7727272727
95-th percentile	3.701538462
Maximum	60.30769231
Range	89.64615385
Interquartile range	3.552272727

Descriptive statistics

Standard deviation	5.293778034
Coef of variation	-2.121199939
Kurtosis	19.63731798
Mean	-2.495652548
MAD	2.955438002
Skewness	1.432664518
Sum	-11841.87134
Variance	28.02408588
Memory size	37.2 KiB

Histogram with fixed size bins (bins=50)

Histogram with variable size bins (bins=[-29.33846154 -29.08846154 -26.50384615 -26.31923077 -15.91538462 ... -3.71153846 -3.63461538 -3.6 -3.6 60.30769231], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
-2.495652548	251	5.3%
0	37	0.8%
-4.4	29	0.6%
-0.15	28	0.6%
-1.391666667	28	0.6%
-1.761538462	28	0.6%
-0.02307692308	25	0.5%
-0.7416666667	24	0.5%
-1.483333333	24	0.5%
-0.525	23	0.5%
Other values (1198)	4248	89.5%

Minimum 5 values

Value	Count	Frequency (%)
-29.33846154	9	0.2%
-28.83846154	1	< 0.1%
-26.53846154	1	< 0.1%
-26.46923077	11	0.2%
-26.16923077	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
60.30769231	1	< 0.1%
50.61538462	1	< 0.1%
48.06363636	1	< 0.1%
46.3	1	< 0.1%
37.31818182	1	< 0.1%

diffprcp_lake
Numeric

Distinct count	1699
Unique (%)	35.8%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	0.5061256896
Minimum	-23.63076923
Maximum	146.9615385
Zeros (%)	2.2%

Toggle details

Quantile statistics

Minimum	-23.63076923
5-th percentile	-8.941538462
Q1	-3.4
Median	-1.153846154
Q3	-0.02307692308
95-th percentile	18.95230769
Maximum	146.9615385
Range	170.5923077
Interquartile range	3.376923077

Descriptive statistics

Standard deviation	10.87194579
Coef of variation	21.48072309
Kurtosis	35.12507338
Mean	0.5061256896
MAD	5.530010162
Skewness	4.684747205
Sum	2401.566397
Variance	118.1992052
Memory size	37.2 KiB

Histogram with fixed size bins (bins=50)

Histogram with variable size bins (bins=[-23.63076923 -23.38076923 -18.3 -15.81538462 -11.95769231 ... -2.88076923 -2.82307692 -2.8 -2.8 146.96153846], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	103	2.2%
-0.1769230769	67	1.4%
-0.02307692308	55	1.2%
0.5061256896	46	1.0%
-0.06153846154	34	0.7%
-0.2538461538	34	0.7%
-0.4307692308	32	0.7%
-0.2923076923	32	0.7%
-1.269230769	26	0.5%
-0.4461538462	24	0.5%
Other values (1689)	4292	90.5%

Minimum 5 values

Value	Count	Frequency (%)
-23.63076923	5	0.1%
-23.13076923	1	< 0.1%
-20.83076923	1	< 0.1%
-20.03076923	1	< 0.1%
-18.83076923	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
146.9615385	1	< 0.1%
126.2692308	1	< 0.1%
125.6769231	1	< 0.1%
117.3538462	1	< 0.1%
115.2461538	1	< 0.1%

diffprcp_moore
Numeric

Distinct count	807
Unique (%)	17.0%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	2.757732261
Minimum	-7.907692308
Maximum	296.4
Zeros (%)	20.2%

Toggle details

Quantile statistics

Minimum	-7.907692308
5-th percentile	-3.069230769
Q1	-0.4692307692
Median	-0.02307692308
Q3	1.3
95-th percentile	20.23846154
Maximum	296.4
Range	304.3076923
Interquartile range	1.769230769

Descriptive statistics

Standard deviation	10.17973288
Coef of variation	3.691341986
Kurtosis	161.6343509
Mean	2.757732261
MAD	5.198851111
Skewness	8.256232188
Sum	13085.43958
Variance	103.6269616
Memory size	37.2 KiB

Histogram with fixed size bins (bins=50)

Histogram with variable size bins (bins=[ -7.90769231 -6.01153846 -3.94615385 -3.46923077 -2.92307692 ... 31.03076923 50.62307692 51.05 81.9 296.4 ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	958	20.2%
-0.02307692308	185	3.9%
-0.03846153846	102	2.1%
-0.06153846154	97	2.0%
-0.07692307692	97	2.0%
-0.1384615385	80	1.7%
-0.1	62	1.3%
2.5	61	1.3%
-0.2153846154	44	0.9%
-0.1769230769	42	0.9%
Other values (797)	3017	63.6%

Minimum 5 values

Value	Count	Frequency (%)
-7.907692308	8	0.2%
-6.407692308	1	< 0.1%
-6.107692308	1	< 0.1%
-5.915384615	11	0.2%
-5.907692308	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
296.4	1	< 0.1%
109.5	1	< 0.1%
106.4230769	1	< 0.1%
85.1	1	< 0.1%
78.7	1	< 0.1%

diffprcp_nyc
Numeric

Distinct count	1904
Unique (%)	40.1%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	-6.089168716
Minimum	-23.83076923
Maximum	185.1772727
Zeros (%)	0.0%

Toggle details

Quantile statistics

Minimum	-23.83076923
5-th percentile	-22.52307692
Q1	-17.43846154
Median	-7
Q3	2.053846154
95-th percentile	15.76429487
Maximum	185.1772727
Range	209.008042
Interquartile range	19.49230769

Descriptive statistics

Standard deviation	13.78680488
Coef of variation	-2.264152222
Kurtosis	14.10466743
Mean	-6.089168716
MAD	10.37053122
Skewness	2.087049128
Sum	-28893.10556
Variance	190.0759887
Memory size	37.2 KiB

Histogram with fixed size bins (bins=50)

Histogram with variable size bins (bins=[-23.83076923 -23.31153846 -23.28653846 -22.91346154 -22.68397436 ... -13.69772727 -13.68731061 -12.82307692 -12.82307692 185.17727273], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
-21.27083333	18	0.4%
-21.34230769	17	0.4%
3.688461538	17	0.4%
-22.52307692	15	0.3%
-14.1125	13	0.3%
-21.45384615	13	0.3%
-2.763636364	13	0.3%
-20.86538462	13	0.3%
-21.15384615	12	0.3%
-7.346153846	12	0.3%
Other values (1894)	4602	97.0%

Minimum 5 values

Value	Count	Frequency (%)
-23.83076923	8	0.2%
-23.74615385	9	0.2%
-23.62916667	8	0.2%
-23.43461538	9	0.2%
-23.33076923	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
185.1772727	1	< 0.1%
125.05	1	< 0.1%
116.1	1	< 0.1%
97.17692308	1	< 0.1%
87.55909091	1	< 0.1%

diffprcp_orlan
Numeric

Distinct count	1120
Unique (%)	23.6%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	2.115678723
Minimum	-10.26153846
Maximum	176.5
Zeros (%)	13.1%

Toggle details

Quantile statistics

Minimum	-10.26153846
5-th percentile	-5.284615385
Q1	-1.823076923
Median	-0.2
Q3	0.5
95-th percentile	20.3
Maximum	176.5
Range	186.7615385
Interquartile range	2.323076923

Descriptive statistics

Standard deviation	10.74118738
Coef of variation	5.076946353
Kurtosis	43.07216221
Mean	2.115678723
MAD	5.633006811
Skewness	5.216539907
Sum	10038.89554
Variance	115.3731063
Memory size	37.2 KiB

Histogram with fixed size bins (bins=50)

Histogram with variable size bins (bins=[-10.26153846 -9.37692308 -7.41538462 -7.05384615 -6.63461538 ... -2.21538462 -2.12307692 -2.09230769 -2.09230769 176.5 ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	623	13.1%
-0.02307692308	84	1.8%
0.3	52	1.1%
-0.2538461538	52	1.1%
0.5	43	0.9%
-0.07692307692	38	0.8%
-0.1769230769	35	0.7%
-0.4692307692	30	0.6%
-0.1384615385	30	0.6%
-0.8230769231	28	0.6%
Other values (1110)	3730	78.6%

Minimum 5 values

Value	Count	Frequency (%)
-10.26153846	10	0.2%
-9.492307692	12	0.3%
-9.261538462	1	< 0.1%
-7.792307692	9	0.2%
-7.492307692	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
176.5	1	< 0.1%
142	1	< 0.1%
133.3230769	1	< 0.1%
104.0769231	1	< 0.1%
99.6	1	< 0.1%

diffprcp_pierce
Numeric

Distinct count	1631
Unique (%)	34.4%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	0.2483847492
Minimum	-30.69230769
Maximum	348.1166667
Zeros (%)	4.2%

Toggle details

Quantile statistics

Minimum	-30.69230769
5-th percentile	-8.814871795
Q1	-3.576923077
Median	-1.230769231
Q3	0
95-th percentile	16.58923077
Maximum	348.1166667
Range	378.8089744
Interquartile range	3.576923077

Descriptive statistics

Standard deviation	12.79483568
Coef of variation	51.51216298
Kurtosis	232.3887546
Mean	0.2483847492
MAD	5.221472904
Skewness	11.55732148
Sum	1178.585635
Variance	163.7078202
Memory size	37.2 KiB

Histogram with fixed size bins (bins=50)

Histogram with variable size bins (bins=[-30.69230769 -30.19230769 -15.49262821 -13.06185897 -10.45608974 ... -4.76538462 -4.57596154 -4.46153846 -4.46153846 348.11666667], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	199	4.2%
0.2483847492	147	3.1%
-0.1923076923	49	1.0%
-0.1538461538	40	0.8%
-0.2923076923	37	0.8%
-0.8769230769	32	0.7%
-0.1	30	0.6%
-1.115384615	29	0.6%
-0.06153846154	29	0.6%
-1.330769231	27	0.6%
Other values (1621)	4126	87.0%

Minimum 5 values

Value	Count	Frequency (%)
-30.69230769	7	0.1%
-29.69230769	1	< 0.1%
-28.69230769	1	< 0.1%
-28.19230769	1	< 0.1%
-23.59230769	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
348.1166667	1	< 0.1%
276.9076923	1	< 0.1%
268.7307692	1	< 0.1%
196.95	1	< 0.1%
188.1846154	1	< 0.1%

diffprcp_sdo
Numeric

Distinct count	749
Unique (%)	15.8%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	-2.997892518
Minimum	-19.36153846
Maximum	56.25384615
Zeros (%)	0.9%

Toggle details

Quantile statistics

Minimum	-19.36153846
5-th percentile	-8.683076923
Q1	-4.846153846
Median	-2.915384615
Q3	-1.346153846
95-th percentile	0.05076923077
Maximum	56.25384615
Range	75.61538462
Interquartile range	3.5

Descriptive statistics

Standard deviation	4.481730013
Coef of variation	-1.494960205
Kurtosis	35.69607041
Mean	-2.997892518
MAD	2.530698856
Skewness	3.928724887
Sum	-14225
Variance	20.08590391
Memory size	37.2 KiB

Histogram with fixed size bins (bins=50)

Histogram with variable size bins (bins=[-19.36153846 -19.21153846 -13.79615385 -12.41538462 -11.45384615 ... -0.91538462 -0.88076923 -0.87692308 -0.87692308 56.25384615], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	45	0.9%
-2.292307692	39	0.8%
-2.069230769	35	0.7%
-1.115384615	27	0.6%
-6.569230769	26	0.5%
-0.03846153846	26	0.5%
-3.107692308	26	0.5%
-4.846153846	25	0.5%
-2.638461538	25	0.5%
-0.1615384615	25	0.5%
Other values (739)	4446	93.7%

Minimum 5 values

Value	Count	Frequency (%)
-19.36153846	11	0.2%
-19.06153846	1	< 0.1%
-18.86153846	1	< 0.1%
-13.86153846	12	0.3%
-13.73076923	11	0.2%

Maximum 5 values

Value	Count	Frequency (%)
56.25384615	1	< 0.1%
47.6	1	< 0.1%
46.7	1	< 0.1%
43.4	1	< 0.1%
41.13076923	1	< 0.1%

diffprcp_sfo
Numeric

Distinct count	1163
Unique (%)	24.5%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	-9.181383345
Minimum	-20.01
Maximum	81.67222222
Zeros (%)	0.0%

Toggle details

Quantile statistics

Minimum	-20.01
5-th percentile	-18.89166667
Q1	-15.775
Median	-9.775
Q3	-4.531818182
95-th percentile	3.973636364
Maximum	81.67222222
Range	101.6822222
Interquartile range	11.24318182

Descriptive statistics

Standard deviation	8.482486516
Coef of variation	-0.9238789185
Kurtosis	12.13995692
Mean	-9.181383345
MAD	6.208935765
Skewness	2.210633087
Sum	-43565.66397
Variance	71.95257749
Memory size	37.2 KiB

Histogram with fixed size bins (bins=50)

Histogram with variable size bins (bins=[-20.01 -19.00916667 -18.88590909 -18.80875 -18.8025 ... 0.65844156 8.63611111 22.72214286 31.90305556 81.67222222], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
-18.985	25	0.5%
-11.49090909	23	0.5%
-9.65	19	0.4%
-4.940909091	18	0.4%
-18.3	14	0.3%
-16.48333333	13	0.3%
-18.255	13	0.3%
-17.72222222	13	0.3%
-15.88	13	0.3%
-16.53181818	13	0.3%
Other values (1153)	4581	96.5%

Minimum 5 values

Value	Count	Frequency (%)
-20.01	13	0.3%
-19.88636364	13	0.3%
-19.5375	13	0.3%
-19.48	13	0.3%
-19.375	12	0.3%

Maximum 5 values

Value	Count	Frequency (%)
81.67222222	1	< 0.1%
75.76111111	1	< 0.1%
75.11111111	1	< 0.1%
57.72083333	1	< 0.1%
53.045	1	< 0.1%

diffprcp_tor
Numeric

Distinct count	1906
Unique (%)	40.2%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	-1.194275688
Minimum	-19.53333333
Maximum	87.81818182
Zeros (%)	4.8%

Toggle details

Quantile statistics

Minimum	-19.53333333
5-th percentile	-10.1625
Q1	-4.45
Median	-1.194275688
Q3	0
95-th percentile	10.66933333
Maximum	87.81818182
Range	107.3515152
Interquartile range	4.45

Descriptive statistics

Standard deviation	6.773114525
Coef of variation	-5.671315754
Kurtosis	16.12077821
Mean	-1.194275688
MAD	4.042685989
Skewness	2.399708563
Sum	-5666.83814
Variance	45.87508037
Memory size	37.2 KiB

Histogram with fixed size bins (bins=50)

Histogram with variable size bins (bins=[-19.53333333 -17.05625 -16.37285714 -14.69818182 -14.375 ... -5.06833333 -5.02777778 -4.8 -4.8 87.81818182], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	226	4.8%
-1.194275688	161	3.4%
-0.07272727273	29	0.6%
-0.2	27	0.6%
-0.25	21	0.4%
-0.03	21	0.4%
-0.2777777778	20	0.4%
-9.422222222	17	0.4%
-1.275	16	0.3%
-2.122222222	16	0.3%
Other values (1896)	4191	88.3%

Minimum 5 values

Value	Count	Frequency (%)
-19.53333333	11	0.2%
-17.45	10	0.2%
-16.6625	11	0.2%
-16.58571429	13	0.3%
-16.16	8	0.2%

Maximum 5 values

Value	Count	Frequency (%)
87.81818182	1	< 0.1%
58.04444444	1	< 0.1%
57.02727273	1	< 0.1%
52.55555556	1	< 0.1%
50.94545455	1	< 0.1%

diffprcp_van
Numeric

Distinct count	1627
Unique (%)	34.3%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	1.86758639
Minimum	-8.1
Maximum	66.66923077
Zeros (%)	2.0%

Toggle details

Quantile statistics

Minimum	-8.1
5-th percentile	-3.107692308
Q1	-0.6923076923
Median	0.37
Q3	1.86758639
95-th percentile	12.68769231
Maximum	66.66923077
Range	74.76923077
Interquartile range	2.559894082

Descriptive statistics

Standard deviation	5.58110811
Coef of variation	2.98840693
Kurtosis	17.84427095
Mean	1.86758639
MAD	3.159384302
Skewness	3.417900126
Sum	8861.697421
Variance	31.14876774
Memory size	37.2 KiB

Histogram with fixed size bins (bins=50)

Histogram with variable size bins (bins=[-8.1 -6.51153846 -4.91538462 -4.78846154 -4.15769231 ... -0.88321678 -0.84230769 -0.825 -0.825 66.66923077], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
1.86758639	1113	23.5%
0	96	2.0%
-0.15	33	0.7%
-0.3	32	0.7%
-0.1230769231	25	0.5%
-0.06666666667	24	0.5%
-0.8846153846	24	0.5%
-0.5076923077	23	0.5%
-1.192307692	18	0.4%
-0.1083333333	18	0.4%
Other values (1617)	3339	70.4%

Minimum 5 values

Value	Count	Frequency (%)
-8.1	7	0.1%
-7.1	1	< 0.1%
-6.546153846	5	0.1%
-6.476923077	7	0.1%
-6.3	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
66.66923077	1	< 0.1%
54.8	1	< 0.1%
48.75	1	< 0.1%
46.17692308	1	< 0.1%
45.66666667	1	< 0.1%

difftavg_avon
Numeric

Distinct count	2734
Unique (%)	57.6%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	-0.2540878702
Minimum	-17.49230769
Maximum	9.111538462
Zeros (%)	0.0%

Toggle details

Quantile statistics

Minimum	-17.49230769
5-th percentile	-5.706923077
Q1	-0.8653846154
Median	-0.2540878702
Q3	1.019230769
95-th percentile	4.056153846
Maximum	9.111538462
Range	26.60384615
Interquartile range	1.884615385

Descriptive statistics

Standard deviation	2.804137715
Coef of variation	-11.03609437
Kurtosis	4.106491693
Mean	-0.2540878702
MAD	1.735683769
Skewness	-1.104549285
Sum	-1205.646944
Variance	7.863188324
Memory size	37.2 KiB

Histogram with fixed size bins (bins=50)

Histogram with variable size bins (bins=[-17.49230769 -12.18076923 -8.51346154 -5.79230769 -5.79230769 ... 2.95384615 4.02884615 6.03076923 7.85576923 9.11153846], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
-0.2540878702	1228	25.9%
0.01923076923	6	0.1%
0.9653846154	6	0.1%
-0.08846153846	5	0.1%
3.011538462	5	0.1%
1.023076923	5	0.1%
-0.8807692308	5	0.1%
0.6730769231	5	0.1%
-0.3269230769	5	0.1%
-0.1961538462	5	0.1%
Other values (2724)	3470	73.1%

Minimum 5 values

Value	Count	Frequency (%)
-17.49230769	1	< 0.1%
-15.97692308	1	< 0.1%
-15.83461538	1	< 0.1%
-14.94230769	1	< 0.1%
-14.60384615	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
9.111538462	1	< 0.1%
8.657692308	1	< 0.1%
7.896153846	1	< 0.1%
7.815384615	1	< 0.1%
7.769230769	1	< 0.1%

difftavg_den
Numeric

Distinct count	3838
Unique (%)	80.9%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	-11.70886208
Minimum	-39.95384615
Maximum	3.473076923
Zeros (%)	0.0%

Toggle details

Quantile statistics

Minimum	-39.95384615
5-th percentile	-24.23461538
Q1	-16.12307692
Median	-11.57692308
Q3	-6.4
95-th percentile	-1.516153846
Maximum	3.473076923
Range	43.42692308
Interquartile range	9.723076923

Descriptive statistics

Standard deviation	7.002367627
Coef of variation	-0.5980399785
Kurtosis	0.2240938999
Mean	-11.70886208
MAD	5.539399595
Skewness	-0.563134508
Sum	-55558.55057
Variance	49.03315238
Memory size	37.2 KiB

Histogram with fixed size bins (bins=50)

Histogram with variable size bins (bins=[-39.95384615 -31.52692308 -28.16121795 -23.95 -22.09230769 -22.09230769 3.47307692], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
-11.70886208	251	5.3%
-7.969230769	4	0.1%
-7.207692308	4	0.1%
-14.04230769	4	0.1%
-18.11923077	4	0.1%
-5.469230769	4	0.1%
-14.99615385	4	0.1%
-4.1	4	0.1%
-5.811538462	4	0.1%
-16.12307692	4	0.1%
Other values (3828)	4458	94.0%

Minimum 5 values

Value	Count	Frequency (%)
-39.95384615	1	< 0.1%
-39.64615385	1	< 0.1%
-38.99615385	1	< 0.1%
-37.66153846	1	< 0.1%
-37.26666667	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
3.473076923	1	< 0.1%
3.276923077	1	< 0.1%
2.834615385	1	< 0.1%
2.438461538	1	< 0.1%
2.395833333	1	< 0.1%

difftavg_lake
Numeric

Distinct count	3210
Unique (%)	67.7%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	-0.1101578486
Minimum	-15.09615385
Maximum	10.21153846
Zeros (%)	0.1%

Toggle details

Quantile statistics

Minimum	-15.09615385
5-th percentile	-5.696153846
Q1	-1.492307692
Median	0.08076923077
Q3	1.515384615
95-th percentile	4.705384615
Maximum	10.21153846
Range	25.30769231
Interquartile range	3.007692308

Descriptive statistics

Standard deviation	3.033904863
Coef of variation	-27.54143169
Kurtosis	1.784909253
Mean	-0.1101578486
MAD	2.193429292
Skewness	-0.6336835747
Sum	-522.6989918
Variance	9.204578718
Memory size	37.2 KiB

Histogram with fixed size bins (bins=50)

Histogram with variable size bins (bins=[-15.09615385 -10.65 -7.84615385 -5.85192308 -4.71153846 ... 4.90384615 5.20576923 6.57884615 8.19230769 10.21153846], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
-0.1101578486	46	1.0%
0.4269230769	7	0.1%
0.03076923077	7	0.1%
-0.1230769231	7	0.1%
0	6	0.1%
-1.638461538	6	0.1%
0.7346153846	6	0.1%
0.4923076923	6	0.1%
0.4038461538	6	0.1%
1.330769231	6	0.1%
Other values (3200)	4642	97.8%

Minimum 5 values

Value	Count	Frequency (%)
-15.09615385	1	< 0.1%
-14.95	1	< 0.1%
-14.83461538	1	< 0.1%
-14.23076923	1	< 0.1%
-13.80769231	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
10.21153846	1	< 0.1%
9.892307692	1	< 0.1%
9.042307692	1	< 0.1%
8.826923077	1	< 0.1%
8.711538462	1	< 0.1%

difftavg_moore
Numeric

Distinct count	3155
Unique (%)	66.5%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	5.477981442
Minimum	-12.45769231
Maximum	13.34230769
Zeros (%)	0.0%

Toggle details

Quantile statistics

Minimum	-12.45769231
5-th percentile	-1.49
Q1	4.192307692
Median	6.080769231
Q3	7.642307692
95-th percentile	9.791538462
Maximum	13.34230769
Range	25.8
Interquartile range	3.45

Descriptive statistics

Standard deviation	3.374174199
Coef of variation	0.6159521048
Kurtosis	2.030764564
Mean	5.477981442
MAD	2.489515655
Skewness	-1.226268832
Sum	25993.02194
Variance	11.38505153
Memory size	37.2 KiB

Histogram with fixed size bins (bins=50)

Histogram with variable size bins (bins=[-12.45769231 -8.43269231 -4.55384615 -1.95769231 -1.95769231 0.16923077 0.16923077 13.34230769], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
5.477981442	28	0.6%
7.592307692	9	0.2%
5.773076923	8	0.2%
7.496153846	8	0.2%
8.465384615	7	0.1%
5.726923077	7	0.1%
6.073076923	7	0.1%
5.069230769	7	0.1%
7.007692308	7	0.1%
5.1	6	0.1%
Other values (3145)	4651	98.0%

Minimum 5 values

Value	Count	Frequency (%)
-12.45769231	1	< 0.1%
-11.47692308	1	< 0.1%
-10.04615385	1	< 0.1%
-10	1	< 0.1%
-8.788461538	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
13.34230769	1	< 0.1%
13.13461538	1	< 0.1%
13.11538462	1	< 0.1%
12.74230769	1	< 0.1%
12.65384615	1	< 0.1%

difftavg_nyc
Numeric

Distinct count	3874
Unique (%)	81.6%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	14.5367277
Minimum	-60.56818182
Maximum	50.33333333
Zeros (%)	0.1%

Toggle details

Quantile statistics

Minimum	-60.56818182
5-th percentile	-4.461428571
Q1	4.9
Median	14.2
Q3	24.83333333
95-th percentile	34.72177778
Maximum	50.33333333
Range	110.9015152
Interquartile range	19.93333333

Descriptive statistics

Standard deviation	12.65502076
Coef of variation	0.8705549848
Kurtosis	-0.1290795758
Mean	14.5367277
MAD	10.4325371
Skewness	-0.06484237787
Sum	68976.77291
Variance	160.1495504
Memory size	37.2 KiB

Histogram with fixed size bins (bins=50)

Histogram with variable size bins (bins=[-60.56818182 -24.92008547 -12.0905303 -6.35227273 -3.05 -3.05 -0.4 -0.4 50.33333333], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
14.5367277	161	3.4%
11.65	8	0.2%
6.65	8	0.2%
12.2	8	0.2%
6.4	7	0.1%
11.95	7	0.1%
15.55	6	0.1%
12.8	6	0.1%
8.9	6	0.1%
10.25	6	0.1%
Other values (3864)	4522	95.3%

Minimum 5 values

Value	Count	Frequency (%)
-60.56818182	1	< 0.1%
-48.07	1	< 0.1%
-41.89444444	1	< 0.1%
-35.83888889	1	< 0.1%
-32.32727273	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
50.33333333	1	< 0.1%
49.88571429	1	< 0.1%
46.9125	1	< 0.1%
46.73333333	1	< 0.1%
46.58571429	1	< 0.1%

difftavg_orlan
Numeric

Distinct count	3251
Unique (%)	68.5%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	9.038439602
Minimum	-8.95
Maximum	16.76538462
Zeros (%)	0.0%

Toggle details

Quantile statistics

Minimum	-8.95
5-th percentile	0.6538461538
Q1	6.934615385
Median	9.992307692
Q3	12.13076923
95-th percentile	14.06076923
Maximum	16.76538462
Range	25.71538462
Interquartile range	5.196153846

Descriptive statistics

Standard deviation	4.182250732
Coef of variation	0.4627182253
Kurtosis	0.9116838578
Mean	9.038439602
MAD	3.282312593
Skewness	-1.056282959
Sum	42887.39591
Variance	17.49122119
Memory size	37.2 KiB

Histogram with fixed size bins (bins=50)

Histogram with variable size bins (bins=[-8.95 -4.75192308 -1.51923077 0.71153846 0.71153846 1.95961538 4.06153846 4.06153846 16.76538462], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
9.038439602	11	0.2%
12.06538462	9	0.2%
12.28461538	8	0.2%
12.51538462	8	0.2%
11.21538462	8	0.2%
13.1	7	0.1%
12.66538462	6	0.1%
12.72307692	6	0.1%
10.30769231	6	0.1%
7.273076923	6	0.1%
Other values (3241)	4670	98.4%

Minimum 5 values

Value	Count	Frequency (%)
-8.95	1	< 0.1%
-8.592307692	1	< 0.1%
-7.734615385	1	< 0.1%
-7.65	1	< 0.1%
-7.553846154	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
16.76538462	1	< 0.1%
16.66153846	1	< 0.1%
16.62307692	1	< 0.1%
16.52307692	1	< 0.1%
16.28076923	1	< 0.1%

difftavg_pierce
Numeric

Distinct count	3148
Unique (%)	66.3%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	-0.4142754375
Minimum	-16.48461538
Maximum	8.515384615
Zeros (%)	0.0%

Toggle details

Quantile statistics

Minimum	-16.48461538
5-th percentile	-5.626923077
Q1	-1.526923077
Median	-0.4
Q3	1.057692308
95-th percentile	4.016923077
Maximum	8.515384615
Range	25
Interquartile range	2.584615385

Descriptive statistics

Standard deviation	2.795765696
Coef of variation	-6.74856736
Kurtosis	2.593936845
Mean	-0.4142754375
MAD	1.947278347
Skewness	-0.8208562737
Sum	-1965.736951
Variance	7.816305825
Memory size	37.2 KiB

Histogram with fixed size bins (bins=50)

Histogram with variable size bins (bins=[-16.48461538 -10.44423077 -7.91153846 -5.89615385 -3.62307692 ... 4.21538462 4.70384615 5.85 6.86538462 8.51538462], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
-0.4142754375	147	3.1%
-0.6884615385	9	0.2%
-0.9384615385	8	0.2%
-0.5884615385	8	0.2%
-0.4	7	0.1%
-0.4230769231	7	0.1%
0.5115384615	7	0.1%
-0.7	7	0.1%
-0.9346153846	7	0.1%
-0.7230769231	6	0.1%
Other values (3138)	4532	95.5%

Minimum 5 values

Value	Count	Frequency (%)
-16.48461538	1	< 0.1%
-14.85	1	< 0.1%
-14.42692308	1	< 0.1%
-14.25	1	< 0.1%
-14.20769231	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
8.515384615	1	< 0.1%
7.915384615	1	< 0.1%
7.892307692	1	< 0.1%
7.496153846	1	< 0.1%
7.415384615	1	< 0.1%

difftavg_sdo
Numeric

Distinct count	3518
Unique (%)	74.1%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	4.956448894
Minimum	-9.223076923
Maximum	22.81923077
Zeros (%)	0.0%

Toggle details

Quantile statistics

Minimum	-9.223076923
5-th percentile	-4.903846154
Q1	-0.95
Median	5.176923077
Q3	10.34615385
95-th percentile	15.56538462
Maximum	22.81923077
Range	32.04230769
Interquartile range	11.29615385

Descriptive statistics

Standard deviation	6.626190666
Coef of variation	1.336882677
Kurtosis	-1.081838799
Mean	4.956448894
MAD	5.770129129
Skewness	0.07521592362
Sum	23518.35
Variance	43.90640274
Memory size	37.2 KiB

Histogram with fixed size bins (bins=50)

Histogram with variable size bins (bins=[-9.22307692 -7.30384615 -7.30384615 -6.72307692 -5.84230769 -5.84230769 -5.36346154 -5.10384615 -5.10384615 22.81923077], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
-0.3615384615	6	0.1%
-3.215384615	6	0.1%
-0.06923076923	6	0.1%
8.176923077	6	0.1%
14.41538462	6	0.1%
-3.703846154	5	0.1%
6.526923077	5	0.1%
0.2653846154	5	0.1%
-4.619230769	5	0.1%
10.52692308	5	0.1%
Other values (3508)	4690	98.8%

Minimum 5 values

Value	Count	Frequency (%)
-9.223076923	1	< 0.1%
-8.8	1	< 0.1%
-8.765384615	1	< 0.1%
-8.488461538	1	< 0.1%
-8.326923077	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
22.81923077	1	< 0.1%
22.15384615	1	< 0.1%
21.92692308	1	< 0.1%
21.64230769	1	< 0.1%
21.18461538	1	< 0.1%

difftavg_sfo
Numeric

Distinct count	2882
Unique (%)	60.7%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	12.66136773
Minimum	-53.61923077
Maximum	32.18
Zeros (%)	0.0%

Toggle details

Quantile statistics

Minimum	-53.61923077
5-th percentile	1.305384615
Q1	11.6
Median	12.66136773
Q3	16.09230769
95-th percentile	20.27692308
Maximum	32.18
Range	85.79923077
Interquartile range	4.492307692

Descriptive statistics

Standard deviation	6.286015626
Coef of variation	0.4964720842
Kurtosis	12.14491025
Mean	12.66136773
MAD	3.819473833
Skewness	-2.410052557
Sum	60078.18988
Variance	39.51399246
Memory size	37.2 KiB

Histogram with fixed size bins (bins=50)

Histogram with variable size bins (bins=[-53.61923077 -32.85833333 -16.25681818 -7.42272727 3.11555944 6.45 6.45 7.5 7.5 32.18 ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
12.66136773	1114	23.5%
15.55	7	0.1%
11.7	7	0.1%
13.9	7	0.1%
12.2	7	0.1%
13.05	6	0.1%
13.4	6	0.1%
15	6	0.1%
12.8	5	0.1%
15.15	5	0.1%
Other values (2872)	3575	75.3%

Minimum 5 values

Value	Count	Frequency (%)
-53.61923077	1	< 0.1%
-45.05	1	< 0.1%
-37.95	1	< 0.1%
-33.16666667	1	< 0.1%
-32.55	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
32.18	1	< 0.1%
31.42727273	1	< 0.1%
29.30384615	1	< 0.1%
26.84166667	1	< 0.1%
26.81923077	1	< 0.1%

difftavg_tor
Numeric

Distinct count	4247
Unique (%)	89.5%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	-13.33605346
Minimum	-39.31363636
Maximum	3.122727273
Zeros (%)	0.0%

Toggle details

Quantile statistics

Minimum	-39.31363636
5-th percentile	-24.87785714
Q1	-17.44444444
Median	-13.20625
Q3	-8.35625
95-th percentile	-3.729494949
Maximum	3.122727273
Range	42.43636364
Interquartile range	9.088194444

Descriptive statistics

Standard deviation	6.535838473
Coef of variation	-0.490087903
Kurtosis	-0.05462416667
Mean	-13.33605346
MAD	5.220571337
Skewness	-0.4452328454
Sum	-63279.57365
Variance	42.71718454
Memory size	37.2 KiB

Histogram with fixed size bins (bins=50)

Histogram with variable size bins (bins=[-39.31363636 -33.84242424 -29.09419192 -25.56136364 -22.22159091 ... -11.58888889 -11.58888889 -9.455 -9.455 3.12272727], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
-13.33605346	161	3.4%
-13.29166667	5	0.1%
-8.89	5	0.1%
-7.677272727	4	0.1%
-6.461111111	3	0.1%
-11.575	3	0.1%
-8.29375	3	0.1%
-11.7	3	0.1%
-12.75	3	0.1%
-12.245	3	0.1%
Other values (4237)	4552	95.9%

Minimum 5 values

Value	Count	Frequency (%)
-39.31363636	1	< 0.1%
-38.34090909	1	< 0.1%
-36.06363636	1	< 0.1%
-35.36	1	< 0.1%
-35.09	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
3.122727273	1	< 0.1%
1.865	1	< 0.1%
1.38	1	< 0.1%
1.215	1	< 0.1%
1.065	1	< 0.1%

difftavg_van
Numeric

Distinct count	3376
Unique (%)	71.1%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	-0.9395945717
Minimum	-11.62916667
Maximum	13.02727273
Zeros (%)	0.0%

Toggle details

Quantile statistics

Minimum	-11.62916667
5-th percentile	-7.133076923
Q1	-3.359090909
Median	-0.9395945717
Q3	0.9692307692
95-th percentile	6.108811189
Maximum	13.02727273
Range	24.65643939
Interquartile range	4.328321678

Descriptive statistics

Standard deviation	3.828334996
Coef of variation	-4.074454144
Kurtosis	0.3198361807
Mean	-0.9395945717
MAD	2.755759147
Skewness	0.3358591354
Sum	-4458.376243
Variance	14.65614885
Memory size	37.2 KiB

Histogram with fixed size bins (bins=50)

Histogram with variable size bins (bins=[-11.62916667 -10.45192308 -8.875 -8.1 -8.1 -7.95416667 -7.95416667 13.02727273], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
-0.9395945717	1113	23.5%
-2.023076923	3	0.1%
-6.142307692	3	0.1%
0.6153846154	3	0.1%
-2.275	3	0.1%
-4.426923077	3	0.1%
-5.454545455	3	0.1%
-4.665384615	3	0.1%
-5.230769231	3	0.1%
-0.1681818182	3	0.1%
Other values (3366)	3605	76.0%

Minimum 5 values

Value	Count	Frequency (%)
-11.62916667	1	< 0.1%
-11.05	1	< 0.1%
-10.60384615	1	< 0.1%
-10.52692308	1	< 0.1%
-10.37692308	2	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
13.02727273	1	< 0.1%
12.65769231	1	< 0.1%
12.475	1	< 0.1%
12.40769231	1	< 0.1%
12.33181818	1	< 0.1%

normprcp_avon
Numeric

Distinct count	311
Unique (%)	6.6%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	3.468050659
Minimum	0
Maximum	19.53333333
Zeros (%)	8.2%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.4454545455
Median	2.154545455
Q3	5.4625
95-th percentile	10.91818182
Maximum	19.53333333
Range	19.53333333
Interquartile range	5.017045455

Descriptive statistics

Standard deviation	3.774096948
Coef of variation	1.088247352
Kurtosis	1.913523677
Mean	3.468050659
MAD	2.983848115
Skewness	1.434764837
Sum	16455.90038
Variance	14.24380777
Memory size	37.2 KiB

Histogram with fixed size bins (bins=50)

Histogram with variable size bins (bins=[0.00000000e+00 1.25000000e-02 2.75000000e-02 3.16666667e-02 6.76136364e-02 ... 2.50625000e+00 2.79285714e+00 2.80000000e+00 2.80000000e+00 1.95333333e+01], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	390	8.2%
0.07272727273	52	1.1%
0.25	39	0.8%
0.2	39	0.8%
0.03	39	0.8%
0.7166666667	26	0.5%
0.1636363636	26	0.5%
1.6	26	0.5%
9.422222222	26	0.5%
2.122222222	26	0.5%
Other values (301)	4056	85.5%

Minimum 5 values

Value	Count	Frequency (%)
0	390	8.2%
0.025	13	0.3%
0.03	39	0.8%
0.03333333333	26	0.5%
0.04545454545	26	0.5%

Maximum 5 values

Value	Count	Frequency (%)
19.53333333	13	0.3%
17.45	13	0.3%
16.6625	13	0.3%
16.58571429	13	0.3%
16.16	13	0.3%

normprcp_den
Numeric

Distinct count	256
Unique (%)	5.4%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	1.122177582
Minimum	0
Maximum	8.1
Zeros (%)	6.6%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.2083333333
Median	0.6538461538
Q3	1.484615385
95-th percentile	3.869230769
Maximum	8.1
Range	8.1
Interquartile range	1.276282051

Descriptive statistics

Standard deviation	1.324107085
Coef of variation	1.179944339
Kurtosis	4.602186488
Mean	1.122177582
MAD	0.9598769326
Skewness	2.012904268
Sum	5324.732626
Variance	1.753259573
Memory size	37.2 KiB

Histogram with fixed size bins (bins=50)

Histogram with variable size bins (bins=[0. 0.01153846 0.02403846 0.02613636 0.06410256 ... 3.78461538 3.79615385 4.08782051 6.51153846 8.1 ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	312	6.6%
0.15	78	1.6%
0.3	65	1.4%
0.06666666667	65	1.4%
0.02307692308	65	1.4%
0.025	52	1.1%
0.5076923077	52	1.1%
0.1230769231	52	1.1%
0.1083333333	39	0.8%
0.2538461538	39	0.8%
Other values (246)	3926	82.7%

Minimum 5 values

Value	Count	Frequency (%)
0	312	6.6%
0.02307692308	65	1.4%
0.025	52	1.1%
0.02727272727	39	0.8%
0.04166666667	26	0.5%

Maximum 5 values

Value	Count	Frequency (%)
8.1	13	0.3%
6.546153846	13	0.3%
6.476923077	13	0.3%
6.230769231	13	0.3%
5.808333333	13	0.3%

normprcp_lake
Numeric

Distinct count	305
Unique (%)	6.4%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	4.044442635
Minimum	0
Maximum	23.64615385
Zeros (%)	1.9%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0.1
Q1	1.015384615
Median	2.792307692
Q3	5.761538462
95-th percentile	12.16923077
Maximum	23.64615385
Range	23.64615385
Interquartile range	4.746153846

Descriptive statistics

Standard deviation	3.869914442
Coef of variation	0.9568474054
Kurtosis	1.763999322
Mean	4.044442635
MAD	3.03711772
Skewness	1.323548531
Sum	19190.8803
Variance	14.97623779
Memory size	37.2 KiB

Histogram with fixed size bins (bins=50)

Histogram with variable size bins (bins=[0.00000000e+00 1.15384615e-02 5.16025641e-02 6.41025641e-02 8.84615385e-02 ... 1.31076923e+01 1.37487179e+01 1.38352564e+01 1.49166667e+01 2.36461538e+01], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	91	1.9%
0.1	65	1.4%
0.06153846154	65	1.4%
2.5	52	1.1%
0.6461538462	39	0.8%
0.5846153846	39	0.8%
0.1153846154	39	0.8%
0.2538461538	39	0.8%
0.1769230769	39	0.8%
2.361538462	39	0.8%
Other values (295)	4238	89.3%

Minimum 5 values

Value	Count	Frequency (%)
0	91	1.9%
0.02307692308	13	0.3%
0.03846153846	13	0.3%
0.04166666667	13	0.3%
0.06153846154	65	1.4%

Maximum 5 values

Value	Count	Frequency (%)
23.64615385	13	0.3%
15.1	13	0.3%
14.73333333	13	0.3%
14.62307692	13	0.3%
14.53076923	13	0.3%

normprcp_moore
Numeric

Distinct count	286
Unique (%)	6.0%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	3.39780295
Minimum	0
Maximum	30.69230769
Zeros (%)	5.2%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.8769230769
Median	2.330769231
Q3	4.769230769
95-th percentile	10.10769231
Maximum	30.69230769
Range	30.69230769
Interquartile range	3.892307692

Descriptive statistics

Standard deviation	3.527757261
Coef of variation	1.038246571
Kurtosis	10.01439329
Mean	3.39780295
MAD	2.598348081
Skewness	2.26723995
Sum	16122.575
Variance	12.44507129
Memory size	37.2 KiB

Histogram with fixed size bins (bins=50)

Histogram with variable size bins (bins=[ 0. 0.03076923 0.14615385 0.15769231 0.18461538 ... 10.03237179 10.35833333 14.33076923 15.99262821 30.69230769], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	247	5.2%
0.1923076923	65	1.4%
0.1538461538	52	1.1%
0.2923076923	52	1.1%
1.369230769	39	0.8%
0.8769230769	39	0.8%
0.1	39	0.8%
1.115384615	39	0.8%
1.330769231	39	0.8%
1.230769231	39	0.8%
Other values (276)	4095	86.3%

Minimum 5 values

Value	Count	Frequency (%)
0	247	5.2%
0.06153846154	39	0.8%
0.07692307692	13	0.3%
0.1	39	0.8%
0.1153846154	13	0.3%

Maximum 5 values

Value	Count	Frequency (%)
30.69230769	13	0.3%
17.50833333	13	0.3%
14.47692308	13	0.3%
14.18461538	13	0.3%
14.10833333	13	0.3%

normprcp_nyc
Numeric

Distinct count	319
Unique (%)	6.7%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	3.62288725
Minimum	0
Maximum	19.36153846
Zeros (%)	1.1%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0.2769230769
Q1	1.607692308
Median	3.069230769
Q3	4.869230769
95-th percentile	8.684615385
Maximum	19.36153846
Range	19.36153846
Interquartile range	3.261538462

Descriptive statistics

Standard deviation	2.737313772
Coef of variation	0.7555614027
Kurtosis	3.344673962
Mean	3.62288725
MAD	2.085925199
Skewness	1.405639397
Sum	17190.6
Variance	7.492886687
Memory size	37.2 KiB

Histogram with fixed size bins (bins=50)

Histogram with variable size bins (bins=[0.00000000e+00 1.15384615e-02 2.96153846e-01 3.88461538e-01 5.88461538e-01 ... 9.34230769e+00 9.35769231e+00 1.09307692e+01 1.37961538e+01 1.93615385e+01], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	52	1.1%
2.292307692	39	0.8%
2.069230769	39	0.8%
2.6	26	0.5%
4.846153846	26	0.5%
3.4	26	0.5%
3.146153846	26	0.5%
6.569230769	26	0.5%
2.092307692	26	0.5%
3.007692308	26	0.5%
Other values (309)	4433	93.4%

Minimum 5 values

Value	Count	Frequency (%)
0	52	1.1%
0.02307692308	13	0.3%
0.03846153846	26	0.5%
0.06153846154	13	0.3%
0.08461538462	13	0.3%

Maximum 5 values

Value	Count	Frequency (%)
19.36153846	13	0.3%
13.86153846	13	0.3%
13.73076923	13	0.3%
12.9	13	0.3%
10.97692308	13	0.3%

normprcp_orlan
Numeric

Distinct count	299
Unique (%)	6.3%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	3.538082192
Minimum	0
Maximum	23.63076923
Zeros (%)	2.5%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0.07692307692
Q1	0.8461538462
Median	2.384615385
Q3	5.184615385
95-th percentile	9.984615385
Maximum	23.63076923
Range	23.63076923
Interquartile range	4.338461538

Descriptive statistics

Standard deviation	3.566314174
Coef of variation	1.007979459
Kurtosis	3.905425754
Mean	3.538082192
MAD	2.718238434
Skewness	1.696281664
Sum	16788.2
Variance	12.71859679
Memory size	37.2 KiB

Histogram with fixed size bins (bins=50)

Histogram with variable size bins (bins=[0.00000000e+00 1.15384615e-02 3.46153846e-02 5.38461538e-02 9.23076923e-02 ... 1.01807692e+01 1.15576923e+01 1.17923077e+01 1.62038462e+01 2.36307692e+01], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	117	2.5%
0.1769230769	78	1.6%
0.02307692308	65	1.4%
0.2923076923	39	0.8%
0.2538461538	39	0.8%
0.06153846154	39	0.8%
0.4307692308	39	0.8%
1.269230769	39	0.8%
0.3538461538	26	0.5%
3.015384615	26	0.5%
Other values (289)	4238	89.3%

Minimum 5 values

Value	Count	Frequency (%)
0	117	2.5%
0.02307692308	65	1.4%
0.04615384615	13	0.3%
0.06153846154	39	0.8%
0.07692307692	13	0.3%

Maximum 5 values

Value	Count	Frequency (%)
23.63076923	13	0.3%
17.76923077	13	0.3%
16.80769231	13	0.3%
15.6	13	0.3%
15.39166667	13	0.3%

normprcp_pierce
Numeric

Distinct count	330
Unique (%)	7.0%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	3.613663537
Minimum	0
Maximum	29.33846154
Zeros (%)	1.1%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0.1153846154
Q1	1.125
Median	2.654545455
Q3	4.866666667
95-th percentile	10.8
Maximum	29.33846154
Range	29.33846154
Interquartile range	3.741666667

Descriptive statistics

Standard deviation	3.815723018
Coef of variation	1.055915411
Kurtosis	12.49532712
Mean	3.613663537
MAD	2.556980953
Skewness	2.885567405
Sum	17146.83348
Variance	14.55974215
Memory size	37.2 KiB

Histogram with fixed size bins (bins=50)

Histogram with variable size bins (bins=[ 0. 0.03173077 0.14807692 0.15192308 0.23356643 ... 10.85 11.37307692 12.68076923 13.87403846 29.33846154], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	52	1.1%
1.391666667	39	0.8%
4.4	39	0.8%
0.15	39	0.8%
1.761538462	39	0.8%
0.02307692308	39	0.8%
1.8	26	0.5%
0.525	26	0.5%
4.076923077	26	0.5%
0.7230769231	26	0.5%
Other values (320)	4394	92.6%

Minimum 5 values

Value	Count	Frequency (%)
0	52	1.1%
0.02307692308	39	0.8%
0.025	26	0.5%
0.03846153846	13	0.3%
0.04166666667	13	0.3%

Maximum 5 values

Value	Count	Frequency (%)
29.33846154	13	0.3%
26.46923077	13	0.3%
23.85384615	13	0.3%
22.3	13	0.3%
18.62307692	13	0.3%

normprcp_sdo
Numeric

Distinct count	125
Unique (%)	2.6%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	0.6249947313
Minimum	0
Maximum	7.907692308
Zeros (%)	34.8%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
Median	0.07692307692
Q3	0.7
95-th percentile	3.207692308
Maximum	7.907692308
Range	7.907692308
Interquartile range	0.7

Descriptive statistics

Standard deviation	1.126187149
Coef of variation	1.801914629
Kurtosis	8.65054032
Mean	0.6249947313
MAD	0.7737330427
Skewness	2.681845673
Sum	2965.6
Variance	1.268297495
Memory size	37.2 KiB

Histogram with fixed size bins (bins=50)

Histogram with variable size bins (bins=[0. 0.01153846 0.04230769 0.05384615 0.06538462 ... 2.95769231 3.46923077 3.94615385 5.80769231 7.90769231], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	1651	34.8%
0.02307692308	299	6.3%
0.03846153846	143	3.0%
0.06153846154	143	3.0%
0.07692307692	130	2.7%
0.1384615385	104	2.2%
0.1	78	1.6%
0.2153846154	52	1.1%
0.1769230769	52	1.1%
0.2538461538	52	1.1%
Other values (115)	2041	43.0%

Minimum 5 values

Value	Count	Frequency (%)
0	1651	34.8%
0.02307692308	299	6.3%
0.03846153846	143	3.0%
0.04615384615	26	0.5%
0.06153846154	143	3.0%

Maximum 5 values

Value	Count	Frequency (%)
7.907692308	13	0.3%
5.915384615	13	0.3%
5.7	13	0.3%
5.553846154	13	0.3%
5	13	0.3%

normprcp_sfo
Numeric

Distinct count	199
Unique (%)	4.2%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	1.417969793
Minimum	0
Maximum	10.26153846
Zeros (%)	26.6%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
Median	0.5846153846
Q3	2.146153846
95-th percentile	5.453846154
Maximum	10.26153846
Range	10.26153846
Interquartile range	2.146153846

Descriptive statistics

Standard deviation	1.88076037
Coef of variation	1.326375484
Kurtosis	2.618583836
Mean	1.417969793
MAD	1.454596975
Skewness	1.662160669
Sum	6728.266667
Variance	3.53725957
Memory size	37.2 KiB

Histogram with fixed size bins (bins=50)

Histogram with variable size bins (bins=[ 0. 0.01153846 0.03076923 0.04230769 0.05384615 ... 5.23846154 5.29230769 6.20384615 7.56538462 10.26153846], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	1261	26.6%
0.02307692308	182	3.8%
0.07692307692	65	1.4%
0.2538461538	65	1.4%
0.06153846154	52	1.1%
0.1769230769	52	1.1%
0.03846153846	52	1.1%
0.08461538462	39	0.8%
0.1923076923	39	0.8%
0.1384615385	39	0.8%
Other values (189)	2899	61.1%

Minimum 5 values

Value	Count	Frequency (%)
0	1261	26.6%
0.02307692308	182	3.8%
0.03846153846	52	1.1%
0.04615384615	13	0.3%
0.06153846154	52	1.1%

Maximum 5 values

Value	Count	Frequency (%)
10.26153846	13	0.3%
9.492307692	13	0.3%
7.792307692	13	0.3%
7.338461538	13	0.3%
7.230769231	13	0.3%

normprcp_tor
Numeric

Distinct count	324
Unique (%)	6.8%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	2.275729072
Minimum	0
Maximum	9.930769231
Zeros (%)	0.5%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0.3416666667
Q1	1
Median	2.016666667
Q3	3.207692308
95-th percentile	5.769230769
Maximum	9.930769231
Range	9.930769231
Interquartile range	2.207692308

Descriptive statistics

Standard deviation	1.638914932
Coef of variation	0.720171374
Kurtosis	2.033540874
Mean	2.275729072
MAD	1.25630522
Skewness	1.235050435
Sum	10798.33444
Variance	2.686042155
Memory size	37.2 KiB

Histogram with fixed size bins (bins=50)

Histogram with variable size bins (bins=[0. 0.2 0.28076923 0.35769231 0.4 ... 6.16538462 6.71538462 6.81314103 7.56730769 9.93076923], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
3.215384615	39	0.8%
1.7	39	0.8%
2	39	0.8%
0.6769230769	39	0.8%
0.6538461538	26	0.5%
0.7538461538	26	0.5%
1.907692308	26	0.5%
0.3615384615	26	0.5%
3.691666667	26	0.5%
1.876923077	26	0.5%
Other values (314)	4433	93.4%

Minimum 5 values

Value	Count	Frequency (%)
0	26	0.5%
0.04615384615	26	0.5%
0.06153846154	13	0.3%
0.075	13	0.3%
0.08461538462	13	0.3%

Maximum 5 values

Value	Count	Frequency (%)
9.930769231	13	0.3%
8.733333333	13	0.3%
7.65	13	0.3%
7.484615385	13	0.3%
7.307692308	13	0.3%

normprcp_van
Numeric

Distinct count	336
Unique (%)	7.1%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	2.96563449
Minimum	0
Maximum	9.681818182
Zeros (%)	1.9%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0.1111111111
Q1	0.9727272727
Median	2.427272727
Q3	4.4875
95-th percentile	7.625
Maximum	9.681818182
Range	9.681818182
Interquartile range	3.514772727

Descriptive statistics

Standard deviation	2.376312378
Coef of variation	0.8012829583
Kurtosis	-0.192472646
Mean	2.96563449
MAD	1.944869449
Skewness	0.7935346996
Sum	14071.93566
Variance	5.646860516
Memory size	37.2 KiB

Histogram with fixed size bins (bins=50)

Histogram with variable size bins (bins=[0. 0.01111111 0.05555556 0.14692308 0.25454545 ... 7.88333333 8.37222222 8.76704545 9.35492424 9.68181818], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	91	1.9%
0.08888888889	39	0.8%
0.66	39	0.8%
4.2	26	0.5%
2.625	26	0.5%
3.481818182	26	0.5%
0.85	26	0.5%
1.4	26	0.5%
5.1125	26	0.5%
2.31	26	0.5%
Other values (326)	4394	92.6%

Minimum 5 values

Value	Count	Frequency (%)
0	91	1.9%
0.02222222222	13	0.3%
0.04	13	0.3%
0.04444444444	13	0.3%
0.06666666667	26	0.5%

Maximum 5 values

Value	Count	Frequency (%)
9.681818182	13	0.3%
9.557142857	13	0.3%
9.391666667	13	0.3%
9.318181818	13	0.3%
8.809090909	13	0.3%

normtavg_avon
Numeric

Distinct count	359
Unique (%)	7.6%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	23.09356275
Minimum	13.90416667
Maximum	29.32727273
Zeros (%)	0.0%

Toggle details

Quantile statistics

Minimum	13.90416667
5-th percentile	15.69583333
Q1	18.78333333
Median	23.47727273
Q3	27.67272727
95-th percentile	28.75
Maximum	29.32727273
Range	15.42310606
Interquartile range	8.889393939

Descriptive statistics

Standard deviation	4.543934556
Coef of variation	0.1967619551
Kurtosis	-1.387971748
Mean	23.09356275
MAD	4.098736736
Skewness	-0.2177287695
Sum	109578.9552
Variance	20.64734125
Memory size	37.2 KiB

Histogram with fixed size bins (bins=50)

Histogram with variable size bins (bins=[13.90416667 14.403125 15.61818182 15.72291667 16.34227273 ... 28.66833333 28.675 28.81396104 28.81825397 29.32727273], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
26.0125	26	0.5%
28.97777778	26	0.5%
21.59	26	0.5%
18.45909091	26	0.5%
23.48888889	26	0.5%
27.45	26	0.5%
27.275	13	0.3%
27.46428571	13	0.3%
27.69090909	13	0.3%
18.12727273	13	0.3%
Other values (349)	4537	95.6%

Minimum 5 values

Value	Count	Frequency (%)
13.90416667	13	0.3%
14.35625	13	0.3%
14.45	13	0.3%
14.55454545	13	0.3%
14.64	13	0.3%

Maximum 5 values

Value	Count	Frequency (%)
29.32727273	13	0.3%
29.29090909	13	0.3%
29.21	13	0.3%
29.19375	13	0.3%
29.13125	13	0.3%

normtavg_den
Highly correlated

This variable is highly correlated with normtavg_avon and should be ignored for analysis

Correlation	0.9319330002

normtavg_lake
Highly correlated

This variable is highly correlated with normtavg_den and should be ignored for analysis

Correlation	0.9356172955

normtavg_moore
Highly correlated

This variable is highly correlated with normtavg_lake and should be ignored for analysis

Correlation	0.9914630429

normtavg_nyc
Highly correlated

This variable is highly correlated with normtavg_moore and should be ignored for analysis

Correlation	0.9704028947

normtavg_orlan
Highly correlated

This variable is highly correlated with normtavg_nyc and should be ignored for analysis

Correlation	0.9776974097

normtavg_pierce
Highly correlated

This variable is highly correlated with normtavg_orlan and should be ignored for analysis

Correlation	0.9796130713

normtavg_sdo
Highly correlated

This variable is highly correlated with normtavg_pierce and should be ignored for analysis

Correlation	0.9052693125

normtavg_sfo
Highly correlated

This variable is highly correlated with normtavg_sdo and should be ignored for analysis

Correlation	0.9255367383

normtavg_tor
Highly correlated

This variable is highly correlated with normtavg_pierce and should be ignored for analysis

Correlation	0.9669891879

normtavg_van
Highly correlated

This variable is highly correlated with normtavg_tor and should be ignored for analysis

Correlation	0.9700002109

prcp_avon
Highly correlated

This variable is highly correlated with diffprcp_avon and should be ignored for analysis

Correlation	0.9141603714

prcp_den
Numeric

Distinct count	111
Unique (%)	2.3%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	1.079894626
Minimum	0
Maximum	63.5
Zeros (%)	78.7%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
Median	0
Q3	0
95-th percentile	7.06
Maximum	63.5
Range	63.5
Interquartile range	0

Descriptive statistics

Standard deviation	3.912772625
Coef of variation	3.623291135
Kurtosis	56.17104425
Mean	1.079894626
MAD	1.77288584
Skewness	6.420508986
Sum	5124.1
Variance	15.30978962
Memory size	37.2 KiB

Histogram with fixed size bins (bins=50)

Histogram with variable size bins (bins=[ 0. 0.15 0.4 1.4 2.9 ... 7.75 12.05 18.65 26.8 63.5 ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	3736	78.7%
0.3	129	2.7%
0.5	87	1.8%
1.3	72	1.5%
0.8	58	1.2%
1	55	1.2%
1.5	30	0.6%
2.8	30	0.6%
2	30	0.6%
1.8	29	0.6%
Other values (101)	489	10.3%

Minimum 5 values

Value	Count	Frequency (%)
0	3736	78.7%
0.3	129	2.7%
0.5	87	1.8%
0.8	58	1.2%
1	55	1.2%

Maximum 5 values

Value	Count	Frequency (%)
63.5	1	< 0.1%
51.1	1	< 0.1%
48.3	1	< 0.1%
47.2	1	< 0.1%
45.2	1	< 0.1%

prcp_lake
Highly correlated

This variable is highly correlated with diffprcp_lake and should be ignored for analysis

Correlation	0.9468968615

prcp_moore
Highly correlated

This variable is highly correlated with diffprcp_moore and should be ignored for analysis

Correlation	0.9935923076

prcp_nyc
Numeric

Distinct count	208
Unique (%)	4.4%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	3.62288725
Minimum	0
Maximum	192.3
Zeros (%)	64.9%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
Median	0
Q3	1.5
95-th percentile	22.6
Maximum	192.3
Range	192.3
Interquartile range	1.5

Descriptive statistics

Standard deviation	10.10250264
Coef of variation	2.788522507
Kurtosis	54.89588872
Mean	3.62288725
MAD	5.444828536
Skewness	5.656719079
Sum	17190.6
Variance	102.0605595
Memory size	37.2 KiB

Histogram with fixed size bins (bins=50)

Histogram with variable size bins (bins=[0.000e+00 1.500e-01 4.000e-01 1.650e+00 2.900e+00 ... 1.920e+01 3.390e+01 5.170e+01 8.230e+01 1.923e+02], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	3081	64.9%
0.3	159	3.4%
0.5	90	1.9%
0.8	84	1.8%
1	70	1.5%
1.5	66	1.4%
1.3	55	1.2%
2	39	0.8%
2.3	37	0.8%
1.8	37	0.8%
Other values (198)	1027	21.6%

Minimum 5 values

Value	Count	Frequency (%)
0	3081	64.9%
0.3	159	3.4%
0.5	90	1.9%
0.8	84	1.8%
1	70	1.5%

Maximum 5 values

Value	Count	Frequency (%)
192.3	1	< 0.1%
147.6	1	< 0.1%
126.2	1	< 0.1%
105.7	1	< 0.1%
101.3	1	< 0.1%

prcp_orlan
Highly correlated

This variable is highly correlated with diffprcp_orlan and should be ignored for analysis

Correlation	0.9846840662

prcp_pierce
Highly correlated

This variable is highly correlated with diffprcp_pierce and should be ignored for analysis

Correlation	0.9621128918

prcp_sdo
Numeric

Distinct count	103
Unique (%)	2.2%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	0.6249947313
Minimum	0
Maximum	59.4
Zeros (%)	89.6%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
Median	0
Q3	0
95-th percentile	2.5
Maximum	59.4
Range	59.4
Interquartile range	0

Descriptive statistics

Standard deviation	3.471015727
Coef of variation	5.55367198
Kurtosis	92.56800265
Mean	0.6249947313
MAD	1.13182382
Skewness	8.761873281
Sum	2965.6
Variance	12.04795017
Memory size	37.2 KiB

Histogram with fixed size bins (bins=50)

Histogram with variable size bins (bins=[ 0. 0.15 0.4 1.15 1.9 4.7 7.25 14.6 27.95 59.4 ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	4251	89.6%
0.3	72	1.5%
0.5	40	0.8%
1	37	0.8%
0.8	24	0.5%
1.8	21	0.4%
1.3	20	0.4%
2.3	16	0.3%
1.5	14	0.3%
2.5	12	0.3%
Other values (93)	238	5.0%

Minimum 5 values

Value	Count	Frequency (%)
0	4251	89.6%
0.3	72	1.5%
0.5	40	0.8%
0.8	24	0.5%
1	37	0.8%

Maximum 5 values

Value	Count	Frequency (%)
59.4	1	< 0.1%
51.1	1	< 0.1%
46.7	1	< 0.1%
46.5	1	< 0.1%
45.7	1	< 0.1%

prcp_sfo
Numeric

Distinct count	133
Unique (%)	2.8%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	1.417471022
Minimum	0
Maximum	86.4
Zeros (%)	82.1%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
Median	0
Q3	0
95-th percentile	9.7
Maximum	86.4
Range	86.4
Interquartile range	0

Descriptive statistics

Standard deviation	5.312080589
Coef of variation	3.747576145
Kurtosis	60.71777057
Mean	1.417471022
MAD	2.403363798
Skewness	6.493580434
Sum	6725.9
Variance	28.21820018
Memory size	37.2 KiB

Histogram with fixed size bins (bins=50)

Histogram with variable size bins (bins=[ 0. 0.15 0.4 1.15 4.7 7.5 14.6 33.15 86.4 ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	3897	82.1%
0.3	84	1.8%
0.5	48	1.0%
0.8	38	0.8%
1	35	0.7%
1.5	25	0.5%
2.3	24	0.5%
2	22	0.5%
1.8	22	0.5%
3.3	20	0.4%
Other values (123)	530	11.2%

Minimum 5 values

Value	Count	Frequency (%)
0	3897	82.1%
0.3	84	1.8%
0.5	48	1.0%
0.8	38	0.8%
1	35	0.7%

Maximum 5 values

Value	Count	Frequency (%)
86.4	1	< 0.1%
81	1	< 0.1%
80	1	< 0.1%
63.2	1	< 0.1%
63	1	< 0.1%

prcp_tor
Numeric

Distinct count	268
Unique (%)	5.6%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	2.205268704
Minimum	0
Maximum	96.8
Zeros (%)	60.0%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
Median	0
Q3	1.2
95-th percentile	13.1
Maximum	96.8
Range	96.8
Interquartile range	1.2

Descriptive statistics

Standard deviation	5.711969111
Coef of variation	2.590146543
Kurtosis	35.95658426
Mean	2.205268704
MAD	3.186980161
Skewness	4.791439449
Sum	10464
Variance	32.62659112
Memory size	37.2 KiB

Histogram with fixed size bins (bins=50)

Histogram with variable size bins (bins=[ 0. 0.1 0.35 0.55 0.75 ... 15.25 24.95 35.5 59.7 96.8 ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	2847	60.0%
0.2	136	2.9%
0.6	125	2.6%
0.7	106	2.2%
0.3	71	1.5%
0.8	57	1.2%
0.4	50	1.1%
0.9	47	1.0%
0.5	44	0.9%
1.4	42	0.9%
Other values (258)	1220	25.7%

Minimum 5 values

Value	Count	Frequency (%)
0	2847	60.0%
0.2	136	2.9%
0.3	71	1.5%
0.4	50	1.1%
0.5	44	0.9%

Maximum 5 values

Value	Count	Frequency (%)
96.8	1	< 0.1%
61.1	1	< 0.1%
58.3	1	< 0.1%
58.2	1	< 0.1%
52.9	1	< 0.1%

prcp_van
Highly correlated

This variable is highly correlated with diffprcp_van and should be ignored for analysis

Correlation	0.9527048076

tavg_avon
Numeric

Distinct count	179
Unique (%)	3.8%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	22.7920671
Minimum	-0.8
Maximum	31.15
Zeros (%)	0.0%

Toggle details

Quantile statistics

Minimum	-0.8
5-th percentile	13.05
Q1	21.1
Median	22.7920671
Q3	26.4
95-th percentile	29.2
Maximum	31.15
Range	31.95
Interquartile range	5.3

Descriptive statistics

Standard deviation	4.787220346
Coef of variation	0.2100388843
Kurtosis	1.479573893
Mean	22.7920671
MAD	3.349414432
Skewness	-1.018107494
Sum	108148.3584
Variance	22.91747864
Memory size	37.2 KiB

Histogram with fixed size bins (bins=50)

Histogram with variable size bins (bins=[-0.8 2.375 5.425 9.175 11.925 ... 29.425 29.575 30.125 30.575 31.15 ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
22.7920671	1228	25.9%
28.05	99	2.1%
28.6	97	2.0%
27.5	95	2.0%
29.45	82	1.7%
26.95	80	1.7%
29.15	70	1.5%
22.5	67	1.4%
27.8	64	1.3%
25	63	1.3%
Other values (169)	2800	59.0%

Minimum 5 values

Value	Count	Frequency (%)
-0.8	1	< 0.1%
2.25	1	< 0.1%
2.5	2	< 0.1%
3.05	1	< 0.1%
3.3	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
31.15	1	< 0.1%
30.85	5	0.1%
30.8	1	< 0.1%
30.6	1	< 0.1%
30.55	11	0.2%

tavg_den
Highly correlated

This variable is highly correlated with difftavg_den and should be ignored for analysis

Correlation	0.9520993161

tavg_lake
Numeric

Distinct count	177
Unique (%)	3.7%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	23.3173654
Minimum	1.4
Maximum	32.8
Zeros (%)	0.0%

Toggle details

Quantile statistics

Minimum	1.4
5-th percentile	12.85
Q1	20.3
Median	24.45
Q3	27.75
95-th percentile	29.45
Maximum	32.8
Range	31.4
Interquartile range	7.45

Descriptive statistics

Standard deviation	5.295701926
Coef of variation	0.2271140773
Kurtosis	0.3550784473
Mean	23.3173654
MAD	4.292334176
Skewness	-0.9274030366
Sum	110640.8988
Variance	28.04445889
Memory size	37.2 KiB

Histogram with fixed size bins (bins=50)

Histogram with variable size bins (bins=[ 1.4 5.4 9.425 12.925 15.975 ... 29.875 30.125 30.725 31.275 32.8 ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
28.05	171	3.6%
28.6	150	3.2%
27.5	141	3.0%
26.95	130	2.7%
29.15	119	2.5%
26.4	90	1.9%
28.35	90	1.9%
22.5	88	1.9%
27.75	84	1.8%
28.9	83	1.7%
Other values (167)	3599	75.8%

Minimum 5 values

Value	Count	Frequency (%)
1.4	1	< 0.1%
3.35	2	< 0.1%
3.9	2	< 0.1%
4.2	1	< 0.1%
4.45	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
32.8	1	< 0.1%
31.4	2	< 0.1%
31.15	2	< 0.1%
31.1	3	0.1%
30.85	6	0.1%

tavg_moore
Highly correlated

This variable is highly correlated with tavg_lake and should be ignored for analysis

Correlation	0.9198118243

tavg_nyc
Highly correlated

This variable is highly correlated with normtavg_tor and should be ignored for analysis

Correlation	0.9067255935

tavg_orlan
Highly correlated

This variable is highly correlated with tavg_lake and should be ignored for analysis

Correlation	0.9645440616

tavg_pierce
Highly correlated

This variable is highly correlated with tavg_moore and should be ignored for analysis

Correlation	0.922657592

tavg_sdo
Numeric

Distinct count	139
Unique (%)	2.9%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	18.27927292
Minimum	7.2
Maximum	30.3
Zeros (%)	0.0%

Toggle details

Quantile statistics

Minimum	7.2
5-th percentile	12.5
Q1	15.85
Median	18.05
Q3	20.8
95-th percentile	24.15
Maximum	30.3
Range	23.1
Interquartile range	4.95

Descriptive statistics

Standard deviation	3.586475938
Coef of variation	0.1962045183
Kurtosis	-0.2833913097
Mean	18.27927292
MAD	2.898319269
Skewness	0.1491321311
Sum	86735.15
Variance	12.86280965
Memory size	37.2 KiB

Histogram with fixed size bins (bins=50)

Histogram with variable size bins (bins=[ 7.2 10.275 11.375 12.925 13.075 ... 24.425 24.575 26.125 28.075 30.3 ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
16.95	135	2.8%
17.5	131	2.8%
18.9	127	2.7%
19.45	122	2.6%
18.05	117	2.5%
20	116	2.4%
18.35	116	2.4%
17.8	108	2.3%
15	104	2.2%
16.1	103	2.2%
Other values (129)	3566	75.2%

Minimum 5 values

Value	Count	Frequency (%)
7.2	1	< 0.1%
7.8	1	< 0.1%
8.05	1	< 0.1%
8.35	1	< 0.1%
8.6	2	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
30.3	1	< 0.1%
30	3	0.1%
29.7	1	< 0.1%
29.15	1	< 0.1%
28.9	2	< 0.1%

tavg_sfo
Numeric

Distinct count	140
Unique (%)	3.0%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	14.40818929
Minimum	5.3
Maximum	31.4
Zeros (%)	0.0%

Toggle details

Quantile statistics

Minimum	5.3
5-th percentile	9.45
Q1	12.5
Median	14.2
Q3	16.1
95-th percentile	19.45
Maximum	31.4
Range	26.1
Interquartile range	3.6

Descriptive statistics

Standard deviation	3.080720503
Coef of variation	0.2138173257
Kurtosis	1.240930362
Mean	14.40818929
MAD	2.347568036
Skewness	0.4715425828
Sum	68366.85819
Variance	9.490838817
Memory size	37.2 KiB

Histogram with fixed size bins (bins=50)

Histogram with variable size bins (bins=[ 5.3 6.925 8.325 9.325 10.425 ... 19.175 20.575 22.075 26.225 31.4 ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
14.45	197	4.2%
13.9	177	3.7%
15	174	3.7%
12.5	161	3.4%
15.55	149	3.1%
13.05	144	3.0%
13.35	126	2.7%
14.15	122	2.6%
13.6	118	2.5%
11.65	111	2.3%
Other values (130)	3266	68.8%

Minimum 5 values

Value	Count	Frequency (%)
5.3	1	< 0.1%
5.55	3	0.1%
5.8	1	< 0.1%
5.85	1	< 0.1%
6.1	5	0.1%

Maximum 5 values

Value	Count	Frequency (%)
31.4	1	< 0.1%
30.85	1	< 0.1%
29.15	1	< 0.1%
28.05	1	< 0.1%
27.5	1	< 0.1%

tavg_tor
Highly correlated

This variable is highly correlated with tavg_nyc and should be ignored for analysis

Correlation	0.9404726443

tavg_van
Numeric

Distinct count	521
Unique (%)	11.0%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	10.58039648
Minimum	-9.75
Maximum	27.1
Zeros (%)	0.1%

Toggle details

Quantile statistics

Minimum	-9.75
5-th percentile	1.55
Q1	7.35
Median	10.58039648
Q3	14.25
95-th percentile	19.15
Maximum	27.1
Range	36.85
Interquartile range	6.9

Descriptive statistics

Standard deviation	5.245691825
Coef of variation	0.4957935023
Kurtosis	-0.1210434871
Mean	10.58039648
MAD	3.889773051
Skewness	-0.1404373181
Sum	50203.98128
Variance	27.51728272
Memory size	37.2 KiB

Histogram with fixed size bins (bins=50)

Histogram with variable size bins (bins=[-9.75 -5.55 -2.475 -0.375 2.575 ... 14.725 19.525 20.725 22.675 27.1 ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
10.58039648	1113	23.5%
8.15	19	0.4%
7.65	19	0.4%
4.75	19	0.4%
17.8	18	0.4%
4.95	17	0.4%
9.85	17	0.4%
5.25	17	0.4%
7.85	16	0.3%
17.6	16	0.3%
Other values (511)	3474	73.2%

Minimum 5 values

Value	Count	Frequency (%)
-9.75	1	< 0.1%
-6.2	1	< 0.1%
-5.9	1	< 0.1%
-5.2	2	< 0.1%
-5.15	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
27.1	1	< 0.1%
25.4	1	< 0.1%
23.55	1	< 0.1%
23.35	1	< 0.1%
23.2	1	< 0.1%

Count
Matrix

First rows

	date	diffnormprcp_tor	diffnormprcp_van	diffprcp_avon	diffprcp_den	diffprcp_lake	diffprcp_moore	diffprcp_nyc	diffprcp_orlan	diffprcp_pierce	diffprcp_sdo	diffprcp_sfo	diffprcp_tor	diffprcp_van	difftavg_avon	difftavg_den	difftavg_lake	difftavg_moore	difftavg_nyc	difftavg_orlan	difftavg_pierce	difftavg_sdo	difftavg_sfo	difftavg_tor	difftavg_van	normprcp_avon	normprcp_den	normprcp_lake	normprcp_moore	normprcp_nyc	normprcp_orlan	normprcp_pierce	normprcp_sdo	normprcp_sfo	normprcp_tor	normprcp_van	normtavg_avon	normtavg_den	normtavg_lake	normtavg_moore	normtavg_nyc	normtavg_orlan	normtavg_pierce	normtavg_sdo	normtavg_sfo	normtavg_tor	normtavg_van	prcp_avon	prcp_den	prcp_lake	prcp_moore	prcp_nyc	prcp_orlan	prcp_pierce	prcp_sdo	prcp_sfo	prcp_tor	prcp_van	tavg_avon	tavg_den	tavg_lake	tavg_moore	tavg_nyc	tavg_orlan	tavg_pierce	tavg_sdo	tavg_sfo	tavg_tor	tavg_van
0	2007-01-01	3.246154	5.420179	-1.053846	-2.495653	0.438462	0.000000	40.907692	-1.238462	-0.153846	-3.576923	-1.381250	0.000000	3.681818	4.200000	-11.708862	2.234615	9.784615	10.250000	11.253846	2.369231	10.276923	8.018182	-13.175000	10.550000	0.000000	0.118182	1.053846	0.153846	3.576923	2.361538	0.723077	0.000000	1.238462	2.192308	0.675000	19.525000	-5.250000	18.850000	20.130769	2.773077	18.315385	19.588462	12.715385	10.146154	-2.307692	1.381250	0.0	0.0	2.8	0.0	38.6	0.0	0.0	0.0	0.0	0.0	3.8	23.05	11.709591	20.55	22.50	10.25	21.40	22.50	13.05	11.70	6.35	5.300000
1	2007-01-02	-4.115385	5.420179	4.684615	-2.495653	1.323077	-0.469231	4.653846	3.038462	-1.015385	-1.115385	-1.611111	-3.822222	1.867586	1.907692	-11.708862	0.338462	8.576923	11.322222	6.919231	2.596154	13.850000	12.661368	-13.466667	-0.939595	3.822222	0.209091	1.115385	1.015385	1.115385	1.176923	2.084615	0.469231	1.761538	0.569231	3.488889	17.016667	-5.231818	17.792308	19.603846	0.850000	17.161538	19.246154	13.373077	10.580769	-4.653846	1.611111	5.8	0.0	2.5	0.0	0.0	4.8	0.0	0.0	0.0	0.0	0.0	19.70	11.709591	17.50	21.95	7.50	17.50	22.20	14.70	12.80	3.55	10.580396
2	2007-01-03	5.369231	5.420179	-3.069231	-2.495653	-2.515385	-0.100000	4.853846	11.415385	-0.715385	-3.084615	0.165000	-1.000000	9.900000	3.496154	-11.708862	5.742308	7.357692	8.200000	11.392308	2.107692	14.292308	2.600000	-11.827273	10.054545	1.000000	0.000000	3.069231	0.715385	3.084615	3.515385	2.275000	0.100000	1.584615	2.300000	7.410000	17.077273	-1.404545	16.253846	18.442308	-0.942308	15.107692	17.825000	13.742308	10.857692	-4.853846	2.335000	0.0	0.0	1.0	0.0	0.0	13.0	0.0	0.0	2.5	0.0	9.9	19.75	11.709591	20.85	21.10	7.20	22.25	20.55	13.35	12.50	5.25	8.650000
3	2007-01-04	2.376923	5.420179	-1.092308	-2.495653	0.384615	-0.376923	3.200000	-6.192308	-1.615385	-1.069231	0.490909	3.137500	-0.363636	7.557692	-11.708862	6.076923	7.676923	6.562500	11.707692	7.415385	13.630769	10.363636	-6.906250	5.022727	0.062500	0.363636	1.092308	1.615385	2.069231	0.915385	0.383333	0.376923	6.192308	1.284615	8.490909	14.356250	0.227273	15.492308	16.234615	0.269231	15.623077	16.458333	14.523077	11.092308	-3.200000	3.809091	0.0	0.0	1.3	0.0	0.0	0.0	0.0	1.0	4.3	3.2	0.0	23.05	11.709591	21.70	22.20	9.70	22.80	23.65	13.90	10.00	7.45	5.250000
4	2007-01-05	2.813462	5.420179	-0.938462	-2.495653	0.000000	-5.553846	3.254167	-4.484615	0.338462	-1.430769	-3.612500	6.090000	1.867586	6.076923	-11.708862	6.450000	7.930769	8.110000	11.461538	6.696154	12.223077	12.661368	-5.135000	-0.939595	0.310000	0.827273	0.938462	0.161538	1.430769	0.000000	0.738462	5.553846	4.484615	1.875000	8.725000	14.935000	-1.054545	16.423077	16.953846	1.126923	16.050000	16.907692	14.869231	10.788462	-2.454167	3.612500	0.0	0.0	0.0	0.0	0.8	0.0	0.5	0.0	0.0	6.4	0.0	22.50	11.709591	22.50	22.80	14.20	22.25	23.65	13.35	10.00	9.80	10.580396
5	2007-01-06	3.392308	-0.391538	-1.815385	1.761538	-1.638462	-2.900000	3.446154	-5.392308	-0.569231	-1.100000	-4.360000	4.672727	2.375000	6.023077	-21.257692	7.296154	8.519231	12.527273	13.942308	5.292308	10.888462	7.925000	-8.586364	5.104167	0.327273	0.425000	1.815385	0.569231	1.100000	1.638462	2.338462	3.700000	5.392308	1.576923	1.370000	15.636364	-0.954167	16.776923	17.457692	1.611538	16.603846	16.257692	14.530769	10.257692	-3.146154	4.360000	0.0	4.1	0.0	0.8	0.3	0.0	0.0	0.0	0.0	5.0	2.8	22.80	-5.000000	23.90	23.05	17.20	24.20	22.75	12.50	10.30	7.05	4.150000
6	2007-01-07	3.876923	10.680342	-2.230769	-5.869231	-1.469231	-1.800000	7.565385	-1.876923	-4.030769	-3.646154	-3.594444	-0.355556	1.867586	7.769231	-20.719231	6.692308	8.288462	9.805556	12.665385	5.496154	15.450000	12.661368	-11.422222	-0.939595	1.155556	0.315385	2.230769	4.030769	3.646154	1.469231	5.869231	1.800000	1.876923	1.646154	4.811111	15.472222	-0.369231	15.580769	17.553846	0.400000	15.257692	16.869231	14.461538	10.684615	-3.265385	3.594444	0.0	0.0	0.0	0.0	4.3	0.0	0.0	0.0	0.0	0.8	0.0	23.35	-3.850000	21.95	22.75	9.45	23.35	23.05	15.85	11.95	4.05	10.580396
7	2007-01-08	3.000000	6.036752	-0.900000	-0.392308	0.692308	-0.353846	34.304167	-9.492308	-0.684615	-2.900000	-4.888889	1.360000	0.030769	7.746154	-17.092308	7.888462	8.084615	6.940000	9.261538	7.169231	15.326923	12.769231	-11.690000	6.938462	0.440000	0.469231	0.900000	0.684615	2.900000	0.607692	0.392308	0.353846	9.492308	2.100000	5.644444	14.640000	-0.388462	15.553846	16.430769	0.523077	15.711538	16.792308	14.715385	11.538462	-2.504167	4.888889	0.0	0.0	1.3	0.0	31.8	0.0	0.0	0.0	0.0	1.8	0.5	23.30	-0.300000	23.60	22.80	8.30	20.80	23.60	15.85	12.80	2.95	6.550000
8	2007-01-09	5.769231	5.578571	-4.492308	-1.150000	-1.007692	-3.423077	2.026923	-1.523077	-0.938462	-0.315385	-4.464286	-0.430000	1.867586	2.938462	-22.545833	-1.738462	4.780769	4.330000	2.400000	1.830769	15.565385	12.661368	-15.640000	-0.939595	0.430000	0.000000	4.492308	0.938462	0.315385	1.007692	1.150000	3.423077	1.523077	1.276923	4.428571	15.040000	0.700000	15.911538	17.869231	1.384615	15.388462	16.995833	14.669231	11.500000	-2.026923	4.464286	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	18.85	-5.550000	13.65	19.45	3.90	13.90	19.70	16.95	13.60	-0.60	10.580396
9	2007-01-10	4.476923	27.335664	-0.100000	-23.853846	-0.861538	-0.115385	2.003846	-2.876923	-1.569231	-4.030769	-4.404545	-2.409091	1.867586	-3.092308	-14.300000	-3.300000	-1.907692	2.659091	1.607692	-3.450000	12.765385	12.661368	-18.354545	-0.939595	2.409091	0.050000	0.100000	1.569231	4.030769	0.861538	23.853846	0.115385	2.876923	4.376923	3.481818	14.554545	2.610000	16.692308	17.350000	1.134615	16.350000	16.800000	14.707692	11.142308	-2.003846	4.404545	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	13.60	2.500000	13.05	12.80	0.25	12.75	13.90	13.90	8.90	-3.80	10.580396

Last rows

	date	diffnormprcp_tor	diffnormprcp_van	diffprcp_avon	diffprcp_den	diffprcp_lake	diffprcp_moore	diffprcp_nyc	diffprcp_orlan	diffprcp_pierce	diffprcp_sdo	diffprcp_sfo	diffprcp_tor	diffprcp_van	difftavg_avon	difftavg_den	difftavg_lake	difftavg_moore	difftavg_nyc	difftavg_orlan	difftavg_pierce	difftavg_sdo	difftavg_sfo	difftavg_tor	difftavg_van	normprcp_avon	normprcp_den	normprcp_lake	normprcp_moore	normprcp_nyc	normprcp_orlan	normprcp_pierce	normprcp_sdo	normprcp_sfo	normprcp_tor	normprcp_van	normtavg_avon	normtavg_den	normtavg_lake	normtavg_moore	normtavg_nyc	normtavg_orlan	normtavg_pierce	normtavg_sdo	normtavg_sfo	normtavg_tor	normtavg_van	prcp_den	prcp_lake	prcp_moore	prcp_nyc	prcp_orlan	prcp_pierce	prcp_sdo	prcp_sfo	prcp_tor	prcp_van	tavg_avon	tavg_den	tavg_lake	tavg_moore	tavg_nyc	tavg_orlan	tavg_pierce	tavg_sdo	tavg_sfo	tavg_tor	tavg_van
4735	2019-12-22	2.803691	3.763333	-0.520225	-1.483333	7.392308	-2.500000	-0.020833	8.053846	6.238462	-3.100000	7.700000	-0.510000	-1.633333	-0.254088	-10.354167	1.369231	6.603846	3.860000	9.692308	1.361538	8.761538	12.733333	-13.555000	2.833333	0.510000	1.633333	1.900000	1.361538	3.100000	1.507692	1.483333	5.000000	3.846154	2.466667	2.280000	17.055000	1.866667	18.676923	19.488462	5.988462	18.630769	20.054167	14.196154	11.407692	0.020833	4.000000	0.0	8.9	2.5	0.0	11.9	7.6	0.0	11.7	0.0	0.0	22.792067	9.70	20.00	20.80	3.35	21.10	20.85	14.75	11.10	3.500000	4.70
4736	2019-12-23	2.803691	5.893846	-0.520225	-1.353846	28.015385	4.407692	0.841667	19.561538	5.615385	25.846154	-3.705000	-0.060000	-0.407692	-0.254088	-8.450000	1.250000	5.880769	9.510000	7.565385	3.269231	10.061538	10.407692	-12.050000	3.796154	0.060000	0.407692	2.500000	0.784615	8.153846	1.684615	1.353846	4.492308	1.738462	2.233333	4.540000	18.200000	-0.446154	18.796154	19.530769	5.188462	18.200000	19.300000	14.119231	11.284615	-0.841667	3.705000	0.0	29.7	8.9	0.0	21.3	6.4	34.0	0.0	0.0	0.0	22.792067	10.85	19.45	20.00	9.45	18.85	22.80	15.25	10.00	6.150000	3.35
4737	2019-12-24	2.863462	3.967692	-0.138462	-0.707692	0.030769	2.430769	0.625000	-5.484615	7.707692	-1.538462	-2.720000	-1.194276	2.075000	-0.246154	-8.846154	-2.876923	2.742308	14.536728	5.076923	-0.946154	10.880769	7.125000	-13.336053	5.029167	0.000000	0.725000	0.138462	0.192308	1.838462	0.769231	0.707692	0.069231	5.784615	2.725000	3.260000	16.956250	-0.879167	18.046154	18.996154	4.419231	18.126923	18.846154	14.757692	11.023077	-0.625000	2.720000	0.0	0.8	2.5	0.0	0.3	7.9	0.3	0.0	0.0	2.8	17.800000	10.00	15.25	17.50	5.25	16.10	18.05	15.30	9.20	9.781174	4.15
4738	2019-12-25	4.407692	4.747863	-1.723077	-1.392308	-2.515385	-2.069231	-0.400000	-2.207692	-1.323077	-3.069231	5.561111	0.000000	-0.510000	-4.446154	-15.276923	2.265385	1.803846	4.150000	11.961538	-3.869231	10.026923	9.960000	-17.233333	2.645000	0.000000	0.510000	1.723077	1.623077	3.069231	2.815385	1.392308	2.069231	2.207692	2.684615	3.355556	18.783333	0.555000	19.696154	19.419231	4.173077	19.134615	19.726923	13.746154	10.538462	0.400000	3.338889	0.0	0.3	0.0	0.0	0.0	0.3	0.0	8.9	0.0	0.0	15.250000	4.45	21.40	15.55	4.15	22.50	15.55	14.20	9.45	1.550000	3.20
4739	2019-12-26	1.684615	4.528030	-0.546154	-1.391667	-0.176923	-3.184615	0.388462	-4.000000	-0.161538	26.107692	-2.418182	-1.275000	-0.466667	0.265385	-16.004167	2.403846	7.373077	6.275000	11.707692	1.734615	8.330769	11.016667	-16.862500	2.422222	1.275000	1.266667	0.546154	0.661538	6.392308	0.176923	1.391667	3.184615	4.000000	1.138462	3.136364	20.212500	-0.822222	19.484615	20.465385	3.919231	18.696154	20.754167	13.226923	10.492308	-0.388462	2.418182	0.0	0.0	0.0	0.0	0.0	0.5	32.5	0.0	0.0	0.8	19.750000	4.75	21.10	20.60	5.00	22.20	22.20	12.25	10.55	3.350000	1.60
4740	2019-12-27	4.838462	6.306923	-1.115385	-1.076923	-0.046154	-0.076923	-0.084615	2.776923	3.223077	-5.992308	-2.455000	-0.081818	0.470000	1.623077	-20.446154	2.953846	7.884615	10.081818	12.861538	3.373077	7.261538	9.780000	-10.690909	6.210000	0.081818	0.130000	1.115385	0.076923	5.992308	0.846154	1.076923	0.076923	0.823077	3.723077	5.230000	18.390909	-2.510000	19.476923	19.726923	4.438462	18.996154	19.596154	12.715385	9.938462	0.084615	2.455000	0.0	0.8	0.0	0.0	3.6	3.3	0.0	0.0	0.0	0.6	21.100000	-0.85	21.95	20.60	10.00	22.80	23.10	11.70	10.25	7.700000	3.70
4741	2019-12-28	2.803691	6.985577	-0.520225	1.576923	0.869231	7.192308	0.326923	0.069231	-1.453846	-3.746154	-3.437500	-0.672727	2.145455	-0.254088	-20.576923	3.992308	7.792308	9.022727	13.326923	3.565385	7.138462	8.704545	-14.336364	7.477273	0.672727	0.854545	0.100000	1.953846	3.746154	0.430769	0.923077	0.407692	2.730769	3.207692	8.562500	17.986364	-2.177273	19.184615	20.084615	4.811538	18.807692	20.026923	13.057692	10.273077	-0.326923	3.437500	2.5	1.3	7.6	0.0	2.8	0.5	0.0	0.0	0.0	3.0	22.792067	-0.55	22.80	20.85	8.35	23.60	23.65	11.95	10.85	3.650000	5.30
4742	2019-12-29	2.803691	4.269231	-0.520225	0.430769	11.330769	16.900000	7.853846	8.800000	-0.869231	-4.830769	9.550000	6.510000	2.172727	-0.254088	-26.069231	5.811538	9.515385	-1.210000	13.915385	4.692308	8.988462	8.377273	-15.535000	9.113636	0.390000	0.227273	1.853846	1.369231	4.830769	2.369231	0.569231	0.900000	1.900000	2.530769	4.700000	17.835000	-2.063636	18.784615	20.007692	3.211538	18.638462	19.419231	13.284615	10.534615	-1.453846	3.450000	1.0	13.7	17.8	6.4	10.7	0.5	0.0	13.0	6.9	2.4	22.792067	-6.65	24.45	22.80	5.30	24.45	24.70	12.20	10.55	2.300000	7.05
4743	2019-12-30	3.730769	2.527273	-1.646154	-0.100000	-0.800000	-0.353846	20.276923	-0.384615	0.000000	-3.415385	-2.931818	9.541667	5.584615	4.661538	-24.461538	4.365385	8.892308	-5.641667	13.111538	3.103846	12.019231	6.365385	-13.083333	8.857692	0.758333	0.215385	1.646154	0.000000	3.415385	0.800000	0.100000	0.353846	0.384615	2.084615	2.427273	18.283333	-1.407692	19.788462	19.946154	1.880769	19.534615	18.911538	13.607692	10.538462	-1.476923	3.231818	0.0	0.0	0.0	18.8	0.0	0.0	0.0	0.3	10.3	5.8	24.450000	-5.55	23.90	22.50	3.90	23.65	23.05	13.90	11.95	5.200000	7.45
4744	2019-12-31	5.869231	2.150350	-3.715385	-0.023077	-0.415385	-1.661538	2.057692	0.000000	0.000000	-3.015385	-2.018182	-0.260000	21.108333	2.007692	-22.403846	1.092308	8.707692	4.960000	6.165385	2.919231	13.946154	-8.608333	-16.690000	10.387500	1.960000	0.091667	3.715385	0.000000	3.015385	0.415385	0.023077	1.661538	0.000000	2.153846	2.127273	18.140000	-1.987500	18.542308	20.380769	2.153846	17.757692	19.653846	13.242308	10.534615	-1.557692	2.018182	0.0	0.0	0.0	0.5	0.0	0.0	0.0	0.0	1.7	21.2	20.550000	-2.75	18.85	21.95	4.70	16.70	23.30	16.10	12.50	1.450000	8.40

Overview

Variables

Correlations

Missing values

Sample

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